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ChannelBuzz.ca
Logging in, not breaking in: Blackpoint Cyber’s Wil Santiago on the 2026 threat landscape

ChannelBuzz.ca

Play Episode Listen Later Aug 13, 2026 30:07


Wil Santiago, Wil Santiago, chief security and trust officer at Blackpoint Cyber Wil Santiago, chief security and trust officer at Blackpoint Cyber, joins In The Channel to discuss the findings of the company’s 2026 Annual Threat Report – research grounded in thousands of real incidents investigated by Blackpoint’s security operations centre, not surveys. The headline finding: attackers are no longer trying to break in. They’re logging in. Using stolen credentials and commodity remote management tools, threat actors are walking through the front door, hiding in plain sight, and operating with system-level privileges – sometimes for days before anyone notices. Santiago walks through the key trends the SOC identified across 2025: ClickFix and fake CAPTCHA campaigns accounted for more than half of all identifiable incidents, with attackers abusing trusted infrastructure including Azure Blob storage and Cloudflare to deliver payloads. RMM abuse showed up in roughly 30 per cent of triaged incidents – threat actors installing their own version of the same tools MSPs use legitimately, then living off the land with god-mode access. And Adversary-in-the-Middle attacks are now routinely hijacking authenticated sessions even when MFA is in place, by abusing OAuth token handling. The conversation also covers Blackpoint’s detection philosophy: behavioral context over malware signatures. Understanding what normal looks like in an environment – who uses what tool, at what time, from where – is what allows the SOC to catch attackers before they act. It’s a philosophy that is producing results: Blackpoint disrupted 56 per cent of incidents before a payload was ever deployed. Santiago’s closing recommendation for MSPs is straightforward: start with an RMM audit. Know every remote management tool deployed across every endpoint and server you manage. You cannot protect what you don’t know exists. The 2026 Annual Threat Report is available for download on the Blackpoint Cyber website. Read Full Transcript Robert Dutt: Hello and welcome to In The Channel from ChannelBuzz.ca, bringing news and information to the Canadian IT channel community for the last 16 years. I’m Robert Dutt, editor of ChannelBuzz.ca and your host for the show. Wil Santiago is Chief Security and Trust Officer at Blackpoint Cyber, an MDR provider whose SOC monitors and responds to threats in real time across a large base of MSPs and their clients. And unlike a lot of threat research that’s survey-based or derived from external reporting, what Blackpoint publishes comes from live incident data, thousands of actual threat responses they’ve worked through in the SOC. Their 2026 annual threat report has a thesis that cuts right through it. Attackers are no longer trying to break in, they’re logging in, using stolen credentials and legitimate IT tools, the same RMMs, the same cloud platforms that MSPs rely on every day, to walk through the front door, hide in plain sight, and work their way towards payday. It’s a theme we’ve been tracking at ChannelBuzz.ca. If you caught our conversation with Tony Anscombe from ESET, that one dug into the mechanics of how MSP tools are being weaponized against the very clients they’re supposed to protect. This conversation is the data layer behind that story, and the detection philosophy that Wil and the Blackpoint team have built to counter it. Their SOC is disrupting 56% of incidents before a payload even deploys. We talk about how. Let’s get right into it. My chat with Wil Santiago. Wil, thanks for taking the time, I appreciate it. Wil Santiago: Thank you, Robert. Robert Dutt: For people who know Blackpoint primarily as an MDR provider, but maybe haven’t dug into the research side, can you give us a quick sense of what your SOC is actually seeing day to day? When you say this report is based on thousands of real incidents, what does that mean in practical terms, in terms of how you gathered this data? Wil Santiago: That’s a great question, Robert. It really starts at the core of what we focus on at Blackpoint Cyber. In 2025, we focused a lot of our detection efforts in the cloud endpoints, but what we realized is that at the core, at that identity layer, that’s the most important thing. But what we’re protecting at Blackpoint is the identity. What we observed in 2025 is this interesting shift where, yes, there’s vulnerabilities, there will continue to be vulnerabilities. However, threat actors don’t necessarily need to weaponize those vulnerabilities to gain access into an environment. They’re not really targeting customers or companies with any specific new zero-day technology or exploits that are novel. They’re just logging in using stolen passwords. We’re still at that pivotal point, but we’re still talking about the same things we’ve been talking about, password reuse, making sure you’re protecting yourself from phishing emails, so on and so forth. But the reality is that threat actors are getting in. They’re stealing credentials and they’re using legitimate tools to just log in, walking through the front door. Robert Dutt: Yeah, the headline from the report was very catchy with the attackers are no longer trying to break in. They’re just logging in, as you say. And that framing echoes what we’ve seen in other reports elsewhere. People are calling 2025 the year of the abuse of trust in terms of security trends, but your numbers are operational and not survey-based. I’m curious what trusted compromise looks like from where you sit. Is there really a shift away from what you were seeing a couple of years ago or three years ago, or has this always been the playbook and we’re only now measuring it properly? Wil Santiago: Yeah, so if I compare back to, let’s say, 2022, I think we at Blackpoint would still see a trend, the threat actors gaining access into an environment, usually using some type of exploit at that time. You can point to a number of Microsoft Exchange exploits that happened during that time. The Hafnium group was doing a lot of Exchange exploits. The reality is there came a certain time where we were detecting Cobalt Strike, a malware commodity tool, every single day in Blackpoint Cyber’s SOC. And then eventually it became once a week, and then it became once a month. So then we started to think, well, what’s happening with the shift of tactics with the threat actors? And what we found is instead of installing Cobalt Strike, they started to install legitimate IT tools. And that’s the trust component. When they’re installing tools that you use internally, they now can abuse those tools the same way that you use those legitimately. And so we have these threat actors that not only are abusing legitimate tools, but like I said, they’re abusing legitimate identities. So when you have what I call the keys to the kingdom, the passwords, I am you. I am now Robert, for all intents and purposes for this sort of webinar. I think the interesting part that we’ve seen at Blackpoint is that threat actors have really, really focused on leave-behinds. And those leave-behinds are commodity remote management tools. Why do they do that? Because EDRs don’t know how to detect them as malicious, right? These are legitimate IT tools that are being used to service MSPs and their customers. And a threat actor just installs their version of the same exact tool that you’re using legitimately. Right? And so the trust component is you go to review your assets and you see ScreenConnect installed in your environments because you use ScreenConnect, right? But then when you start taking a closer look, you start to realize, wait a second, there’s four different ScreenConnect IDs on this one machine. Now we have a more of a problem, right? And so the attack is a little bit of an invisible signature detection because it’s an authorized tool, right? And so we really have to get to this layer of identifying threat actor activity with behavior context. If you’re an AnyDesk shop, then why do you have TeamViewer installed on your file server that’s publicly facing, right? Let’s start to ask those questions and dig into that a little bit. Robert Dutt: Your SOC found that fake CAPTCHA and ClickFix campaigns accounted for, I think it was 50-odd percent of identifiable incidents. That’s a majority of attacks being driven by a technique that essentially requires the victim to step on the link to execute it themselves. Why is that scaling so fast right now? And especially for an MSP who tends to think, you know, my technicians are too smart to do that. What’s kind of the honest answer for what they need to be looking for and protecting against? Wil Santiago: Yeah. And, you know, ClickFix is such an easy attack when you really get into the root of what it does. But it starts with social engineering. You’re enticing someone, again, just like with phishing, to visit something that you’re going to tell them to do an action. And most of the time, they’re going to do that action. Now, why this is so effective is we’re seeing techniques that really enable the threat actor to deliver the payload. And how do they do that? Search engine optimization, right? These SEO links at the top, when you go look for an OBS installer, because you need your camera to look well, or you get a Google sponsor result. Threat actors are just buying those sponsored results and delivering their payloads on there. You click on it thinking you’re going to download OBS, and then it tells you, hey, wait a second, you have to make sure that you are human. Verify that we’re used to verifying we’re humans to download something. So we go and we click it. But then it says, hey, open up your Windows Run command and maybe run this command on us, on your computer for us. And what happens? Threat actors go and they put the commands on a website. They have this watering hole spread out all throughout infrastructure that’s globally distributed. Google, Microsoft, all these sort of cloud infrastructure hosting providers that exist. Threat actors use those. So when you’re looking at your firewall logs and you’re seeing your internal team going to Microsoft.com, hey, it’s Microsoft, right? But the reality is, it’s likely an Azure Blob site that’s just being hosted on Microsoft, that is a threat actor that’s actually hosting it. And so they’re abusing that trust function to say, hey, you need this OBS installer. You Googled it. I didn’t tell you to go Google that. You were the one that did that. And then they found my link, which I posted a malicious payload there. And so again, that abuse factor is all the things we’ve taught our employees, our customers, our MSPs to do, right? Go to Google, make sure you identify the link. Make sure you look for Microsoft. Make sure you see the end of a URL or domain. Validate that. Well, the adversary goes, okay, they want to play that game. I’m just going to host this on Cloudflare. And now we’re back to this gate where now someone clicks on something. Well, what’s this Cloudflare? That’s a legitimate service. I know that to be true, right? It’s very true. The reality is the infrastructure is very, very easy to set up. And it doesn’t require a lot of action. It just requires someone to take a command and put it on their machine. And all the background work happens in the background, right? And so beyond that, we used to see a lot of threat actors use this sort of technique to download malware onto machines. But again, going back to what I mentioned about RMMs, now they’re just downloading an RMM. And that just looks like a legitimate process to an EDR. Robert Dutt: Right. So for an MSP, especially when training or making sure their technicians are aware, is it just as simple as making sure they’re aware of this threat landscape and this wrinkle in it? Or is there something more that’s sort of the advice there on how to protect yourself as best you can? Wil Santiago: That’s a great question. And really, you know, I would say any MSP watching this show, starting today or tomorrow, the first thing that I always tell people, audit your RMM inventory. Asset inventory is the number one thing that customers should be doing, right? You cannot protect what you don’t know exists. And so every single remote management tool that’s deployed across every endpoint you manage, every server you manage, you need to audit those, right? Like you’re giving direct access to a system. And most of the time, those RMMs run in the system context, which means they have the permissions and privileges of any admin, right? And now you have this adversary that has a foothold. They can deploy tools using admin privileges and permissions. So you have to audit your RMM inventory, right? Making sure that you understand what’s happening across those production servers. And forcing MFA, that’s a big one. We see a lot of incidents that source from RMM abuse because they log into the MSP’s RMM console, the cloud-based consoles. Some of those don’t have MFA involved. Again, keys to the kingdom, MFA everywhere, that needs to be a reality. Then we need to start moving into what I call more resilient engineering, right? Conditional access policies, preventing individuals from logging in from untrusted sources, locations, right? There’s ways that you can lock down access to an RMM and assume a threat actor is able to steal credentials because they maybe installed an info stealer on a user’s machine, stole their browser credentials. They reuse the same credentials for Gmail that they do for their corporate environment. Well, now a threat actor just perusing finds their credentials and says, “Oh, I’ve got IT Glue permissions now. I’m going to go log into this and restore all these configs in IT Glue or whatever tools out there.” Well, now the threat actor has access to that. And so that’s how they’re pivoting across these environments. They’re going from cloud to on-prem, on-prem to cloud. One of the things that we caught at Blackpoint recently, and this was a really cool response, but the threat actor compromised the cloud environment first. They then took that cloud access, deployed an RMM using Intune to the devices, and then they used that on-prem access to go to those machines and do their own work directly from that console. I called it overkill. They didn’t have to do that because they had the cloud environment. But because they did that, that sort of prompted this investigation for this MSP to approach us and say, “Hey, we believe something is happening. We investigated and quickly saw the Intune process was the responsible process for deploying some of this malware. So we told them, “Hey, deploy our cloud response suite. We want to understand what’s happening in your cloud.” And sure enough, seven global admins were compromised. So again, limiting scope is important here, right? Least privilege. Why do we have so many people with admin privileges and permissions? I think there’s 192 admin roles or something like that in Microsoft, but we default to just, you get global admin, you get all the permissions. And so now an adversary compromises a Microsoft 365 tenant. Well, now they have the permissions of a global admin. And unfortunately for us, when we shifted from the on-prem strategy to the cloud strategy, we just started pushing everything in the cloud and we say, “Oh, it’s fine. It’s in SharePoint.” We didn’t realize though that that’s only being protected by a password and an MFA token, both of which can be stolen, right? So the protection is not really there. That’s why we have to move to that resilient engineering. And so it’s moving from that reactive alerting to that posture alerting, right? Why is someone trying to log in from France? We have nobody in France. Robert Dutt: So your report showed almost a third of triaged incidents involved RMM abuse. And that’s something, that kind of trend line is something that we’ve seen in other reports. You know, one of your peers is talking about a 200 plus percent spike in abuse of RMM in attacks. I’m curious, especially since you’re sitting in the SOC there, what does RMM based intrusion actually look like in the SOC here? You know, I’m guessing curious, is there a moment where it’s genuinely hard to tell, you know, is this actually a tech doing a routine task or is this an attacker? And if so, what kind of breaks the tie and causes you to go, “No, no, that’s not right.” Wil Santiago: Yeah. Well, there’s kind of two ways to look at it, right? We have threat actors that are compromising MSP RMM tools. These are tools that are owned, managed by the MSP. They’re usually protected with some cloud login, whether they self-host it or they have the vendor host it for them. Threat actors can log into those systems with a password and a username, right? So we see a lot of brute forcing of those systems, especially if they’re self-hosted systems, they usually don’t have the protections of the vendors. They don’t put a WAF in front of them. And so they’ll try to brute force them and just log in, right? Those are few and far between, to be quite honest. We don’t see those as often, but what we do see often is, again, they gain access into an environment, usually by compromising a VPN. Now they’re on the network. Now they can move throughout that network as they’re on the VPN, and they’ll usually find a foothold. And if they have a credential like a local admin, they’ll take that one foothold and then they’ll distribute their RMM across that entire fleet of the network with one command from that foothold. So for us, when we’re looking at RMM deployments, MSPs deploy RMMs in a certain manner and format. They’re not deploying an RMM at two o’clock in the morning on a Saturday when they’re a US-based company. And oh, by the way, they just logged in from a Chinese-based IP, right? So again, there’s indicators that are very clear cut of like, okay, this deployment of RMM tools absolutely malicious. Most of those cases come to the case of, you know, we have application control within Blackpoint that allows us to alert when someone is installing a new application that’s unauthorized. And so what we tell our MSPs to do is, hey, set up your policies that if you’re a Ninja RMM shop, you cannot have any other installations of any other RMM. ScreenConnect is not going to be involved. And so that allows us and affords us the ability to do is, when we get that alert that says someone’s attempting to install a ScreenConnect, we can go back and sort of recreate the path of how do they get here. And what that allows us to really get into is, again, that response, right? And that response is preventing the installation of the RMM, eradicating the threat actor by isolating the machine, making sure you remove their footholds, getting those SSL VPNs off of the public facing internet, and having that exposure management reduced, right? And so when we look at RMM abuse in practice, once they get that RMM installed, again, they’re living off the land with system privileges. System privileges is something that most people tend to understand, but it’s just keys to the kingdom. You are God mode at that point. You can do whatever you feel to deploy and ultimately spread your access with that level of access, right? And so they’ll use it for backdoors. And oftentimes, they may compromise the environment and say, “You know what? I’m busy.” We’ve actually seen this over the holidays where they go take their breaks. Just like everyone else does. It’s Christmas. I’ve done a lot of hacking. So they leave their leave-behind tools and they come back. That’s their access factor. Again, it’s one of those things where they’re hiding in plain sight. Robert Dutt: You touched on MFA a little while ago and the report flagged the use of adversary-in-the-middle attacks. AiTM attacks that let threat actors hijack authenticated sessions, even when the MFA is there. So I guess what’s the message to MSPs who are thinking, “All right, if we just get MFA everywhere, we’re good, we’re covered.” Wil Santiago: Token protection, right? MFA is great. You have to have it. But understand that there’s flaws in the way that MFA communicates to servers. And so the whole way that an adversary-in-the-middle attack works is by abusing OAuth. And OAuth is a standard protocol of just making sure that we understand how systems should communicate for authentication. And what’s really nice about that is we can take that offensive research and then make defensive practices towards that. And so token protection is really huge there. There are a lot of built-in protections in Microsoft that allow you to invalidate session tokens after a certain period of time. Every hour you could refresh these tokens. You now, again, when you get to this resilient engineering, you start to push the adversary to be a little bit more aggressive. And that’s your detection mechanism. When you allow an adversary to move unfettered throughout a network, they’re going to move unfettered throughout a network. But the moment that you give them that sort of, “Eh, stop here. Let me see your ID.” Then they start to get a little uneasy. They’re like, “Wait a second. I don’t know how to move anymore.” And so specifically in MFA, when we talk about session hijacking and session tokens, the token protection aspect is really important because that’s a conditional access policy that you can implement. And most people do not implement those conditional access policies. Now, there’s a slew of them that work in conjunction with each other. But the idea here is your tokens will likely be compromised at some point. If you are duped into clicking one of these phishing links, it’s very easy to steal a session token. So we have to move past that. Now that we know that’s going to happen, how do we prevent the adversary from actually using those session tokens successfully? And that’s where invalidating the sessions comes in, having the session protection, conditional access policies, protected devices, things of that sort. That prevents them from being able to use those session tokens. Robert Dutt: A stat that I keep looking at in the report was that you guys managed to disrupt in the SOC 55, 56 percent of incidents before a payload was deployed. It’s a real number. That’s pretty significant. I guess what is disrupted before the payload hits mean operationally? And what does it tell us about where the detection opportunity actually lives? Because it sounds like the window isn’t did malware execute? It’s something a lot earlier. Wil Santiago: That’s exactly right. When we look at the cyber kill chain, we want to start pushing our adversaries as far left of boom as possible. Right. And so when you hear about this whole right of boom concept, basically, you’ve met your match. And now boom, you’ve now been impacted. Right. And so there’s a lot of indicators of compromise that we can start to hone in on. That will give us an understanding of whether this is legitimate or illegitimate. Right before an adversary even types the command. And again, that’s the context. And the context is what the SOC is really understanding of a customer. Where do they operate? What are their hours of operation? Where are they globally distributed? What’s the infrastructure they use? What are the tools they use? How did they use those tools? Did they deploy tools every Thursday at 2 p.m.? So there’s this constant checklist that they’re doing every single day to understand this. And so when we talk about living off the land, threat actors are trying to execute commands. Right. They’re just trying to sit there. We’re typing on a keyboard command line. Hey, I’m not going to introduce any new factors to my intrusion. I’m just going to live off the land. Ultimately, they want to deploy a payload at the end of all of that. But if they deploy a payload too early in their kill chain, they risk getting caught. Right. And so what they’ll do is they’ll stage everything. They’ll compromise an endpoint. They’ll add a persistent backdoor user. They’ll deploy some small scripts to enumerate the network. Just to get an understanding of what’s happening. But they’ll usually stage those in like a C:UsersMusic folder. And that’s their staging environment. So you can catch them. And we’ve caught at Blackpoint a number of threat actors where their toolkits are still on the machine because we caught them so early left of boom that legitimately all they did was log into a machine, try to mount a share, but it failed. And then that failed share mount is like, wait a second. They have never tried to mount a share on this file server ever. And then you call the MSP and they’re like, yeah, Monday through Friday, our hours are from eight to three and it’s seven p.m. at Thursday. Right. Well, now the context of the intrusion starts to become a little bit more apparent. And so we have to do this very quickly. The reality is for us, behavioral context, it matters more than ever. That is the true bread and butter for stopping threat adversaries is understanding the behaviors in the context of which they employ to compromise the network or compromise an endpoint. And so we focus a lot of our threat intelligence and our adversarial intrusion analysis based off of what hack or tradecraft is. We always say this internally, you cannot protect what you don’t know how to hack. So we spend a lot of our time recreating these attacks, understanding where do we catch them? And one of the things that we found is in those early development cycles of understanding the behaviors of an adversary, we found key indicators of like, wait, that is a very high fidelity indicator that before an adversary even gets on a keyboard, we’ve already caught them. They don’t know that yet. Right. And so that’s a little bit of our secret sauce there. But the reality is that secret sauce was created because we thought like threat actors and we sort of recreated what they did in controlled environments and testing environments to then to make sure the detection and the efficacy of what they’re doing is caught within our product. Robert Dutt: So this is a bit of a sidebar, but it was a new term, at least to me. You flagged Etherhiding in the report, attackers embedding malicious logic and blockchain smart contracts to manage compromised sites. Can you walk me through that real quick? And how real is this in terms of how widely it’s being deployed today? And why does it matter for detection purposes? Wil Santiago: It’s a newer term. You know, I would like to say that we have way too many terms in security and security, you know, sort of like we’re trying to be cool. The reality is this is a technique that leverages transactions on a public blockchain to basically retrieve malicious payloads. Right. And so this is another sort of trend that an adversary is using where they’re just retrieving a payload from something that is trusted. In this case, cryptocurrency. A lot of people trust cryptocurrency. A lot of people trust public blockchains. And so the idea here is that, you know, threat actors are usually going to utilize some type of social engineering and then that social engineering is going to get you to come to like a WordPress site through that WordPress site. They’re going to basically have scripts that you’re going to download and ultimately run. Innocuously. Now, when that happens, you download something that you think is OBS, like the example I gave earlier, it’s actually a JavaScript payload. Well, that JavaScript payload goes and reaches out and it pulls a malicious payload from the ether blockchain. Right. And so that’s that aspect of there’s function calls that we’ve identified within Blackpoint that are related to that remote management of pulling payloads from that blockchain. My personal opinion of this sort of technique is, you know, it gives a lot of advantage to the threat actors in terms of stealth and flexibility. But it is one of those techniques that is complicated for majority of what we see at Blackpoint. Most threat actors are not getting to that complicated level of compromising. They’re just hosting malware on a compromised WordPress site of a legitimate company that they’ve co-opted the passwords for. Right. And again, we see threat actors from different angles. 90 percent of what we see sort of today is cybercrime related. Right. So you have a lot of the fake CAPTCHA, the ClickFix lures, the Etherhiding stuff. The reality is at the end of that payload, we see everything from Etherhiding to Cobalt Strike to ransomware and compromise. The way that they get to that sort of compromise is kind of the same, though. Robert Dutt: Last one for me, if an MSP is listening to this and they’ve just absorbed that, you know, more than half of the attacks they’re going to see start with legitimate credentials, their own tools are showing up in about a third of incidents. MFA isn’t necessarily a guarantee. Where do you start? You know, what’s the one thing they probably aren’t doing today that would meaningfully move the needle for them in terms of making sure things are as locked down, as protected as is possible? Wil Santiago: That’s a great question. I like to say we should probably be spending most of our time right now really focusing on posture and posture management, reducing the attack surface. Right. How do you how do you start? Where do you start reducing the attack surface? This is where frameworks really come into play. And there’s some really great frameworks that are really prescriptive out there. One of them is the Center for Internet Security Controls, CIS version 8.1. It’s very prescriptive and it starts from the very top, right? External facing assets and applications. How do you lock those down? Cloud assets and applications, internal assets, user accounts, passwords, right? And it gives you a prescriptive way to deal with incidents. Beyond that, there’s kind of this like practical implementation groups that they have, right? And so you can start by implementing the CIS Controls with implementing one Implementation Group, right? You don’t have to implement them all. And so I think there’s a subset of Implementation Groups that can be used, but it’s about identifying, you know, what of these sort of subset groups will really resonate with your organization and your maturity level, right? And so I tell most people, look at IG1, start with the essentials. If you’ve already fit the bill on that, then move to IG2, right? But the reality is IG1 is going to give you that foundational security for organizations. And then IG2 and IG3 are going to be a little bit more advanced for more complex things. Most people are probably in that IG1, but they probably could benefit from some of the things in the IG2, the Implementation Groups there. That’s really going to help you really target your defenses against ransomware. That’s going to help you sort of approach a risk-based approach. That’s another thing that, you know, all risk is not the same, right? Risk is treated differently. And it’s important for anyone running a security team to help understand how should I prioritize my risk, right? Where is my risk going to really give me issues if a threat actor gets into it? And therefore, I always say, start there. We all know what keeps us up at night. So that’s the areas that we need to focus on. Robert Dutt: All right. Some sage advice and some sobering numbers as well. I appreciate your taking the time and walking us through some good stuff. Wil Santiago: Thank you, Robert. I really appreciate it. Robert Dutt: There you have it. Wil Santiago from Blackpoint Cyber. I’d like to thank Wil for his time today and for bringing some real energy to what can sometimes be pretty dense subject matter. And of course, I’d like to thank you for listening. The data in this conversation is worth thinking about. More than half of the attacks Blackpoint’s SOC starts with someone simply logging in, using credentials that were stolen sometimes long ago, and that users are still reusing across platforms. A third of triaged incidents involve RMM tools, the same tools your techs are using right now to manage endpoints. And MFA, as much as we’ve come to rely on it, is no longer the finish line it once appeared to be. The antidote Wil describes is behavioral context, understanding what normal looks like in an environment so you can spot when something legitimate is being done illegitimately. Not “Is this malware?” But “Is this person, using this tool at this hour from this location, doing something they’ve never done before?” That’s a fundamentally different way about thinking of detection, and it’s why the human element in the SOC still matters. And I’ll add one thing that Wil mentioned after we wrapped the recording. It’s a dimension of this fight that doesn’t get talked about often enough. Blackpoint’s work doesn’t stop at detection and response. They’re actively working to identify and disrupt adversary infrastructure, notifying law enforcement, including, he noted, Canadian authorities, with the specific goal of making cybercrime economically painful. The logic is straightforward. If your infrastructure gets taken down every time you try to run a campaign, the math of operating a criminal enterprise starts to change. That’s offense, and it sounds like they’re playing it. If you’re finding the show valuable, I’d encourage you to follow or subscribe to the podcast. You can find us on Apple Podcasts, Spotify, YouTube, all the major directories. A rating review always helps. Until next time, I’m Robert Dutt for ChannelBuzz.ca, and I’ll see you in the channel.

Cloud Security Podcast
How Adobe Uses AI Agents for building a WAF Pipeline?

Cloud Security Podcast

Play Episode Listen Later Aug 4, 2026 47:06


When vulnerability disclosures shrink the wild exploit window down to less than 24 hours (or even minutes), traditional manual patching and WAF rule creation simply cannot keep up.In this episode, Ashish sits down with Ammar Alim (Product Security Engineering Lead at Adobe) to break down how to build an automated, agentic WAF pipeline. Ammar shares how his team manages the scale and complexity of seven commercial and open-source WAFs (including AWS WAF, Cloudflare, Akamai, Azure WAF, Wallarm, and ModSecurity) by leveraging AI agents.Discover how to construct an agentic harness, orchestrate deep research agents to gather exploit POCs, and utilize multi-model architectures (e.g., Anthropic for rule generation and OpenAI as an LLM judge) to eliminate false positives and safely deploy virtual patchesGuest Socials -⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠Ammar's LinkedinPodcast Twitter - ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠@CloudSecPod⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠If you want to watch videos of this LIVE STREAMED episode and past episodes - Check out our other Cloud Security Social Channels:-⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Cloud Security Podcast- Youtube⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠- ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Cloud Security Newsletter ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠If you are interested in AI Security, you can check out our sister podcast -⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ AI Security Podcast⁠Questions asked:(00:00) Introduction & The Currency of Speed in Security(02:00) Ammar Alim's Background: From Data Centers to Product Security at Adobe(05:00) The Multi-Vendor WAF Nightmare: Managing Scale Across 7 Products(08:30) Understanding False Positives vs. False Negatives in WAF Management(12:30) Why

Technology for Business
Web Application Firewalls Explained

Technology for Business

Play Episode Listen Later Jul 29, 2026 47:15


This week we are joined by Michael Collins, Principal Consulting Solutions Architect at Barracuda, to explain what a web application firewall (WAF) is and how it differs from a network firewall. Along with Nate, CIT's Director of Cybersecurity, we explore how WAFs help defend websites, web apps, and APIs against threats like injection, bot attacks, brute force attempts, and DDoS, especially as AI “vibe coding” leads to insecure public-facing applications. The episode covers choosing basic vs enterprise-grade WAF protection based on business criticality and sensitive data, tuning to reduce false positives using detect vs block modes and staged deployment, visibility into daily attacks, geofencing and IP blocking, and how WAFs support compliance efforts like PCI and HIPAA as part of a broader security strategy.00:27 What Is a WAF03:58 Defining Web Apps07:41 APIs and Vibe Coding Risks11:12 Choosing the Right WAF14:31 Tuning and False Positives20:52 Onboarding Detect to Block28:06 Compliance and Regulations31:48 Visibility and Geofencing38:13 DDoS Story and Wrap Up42:54 Testing and Deployment Options46:35 Final Thanks and CTACheck out more from Barracuda

Marcus Today Market Updates
End of Day Report – Monday 20 July: ASX 200 drift 5 pts lower - US futures give up some gains - Kopspi drops 4.5% again - EQR soars on Twiggy stake

Marcus Today Market Updates

Play Episode Listen Later Jul 20, 2026 11:57


The ASX 200 drifted around to close down 5 points at 8,791, as the banks paused after last week's rise and resources came back into focus. US futures sliding lower sapped early enthusiasm.The Big Bank Basket was flat at $283.68 (-0.7%) with MQG falling 0.8% and NWL down 2.2%. Insurers were slightly firmer, with QBE up 1.8% and MPL rising 0.6%, although REITs eased, with SGP down 1.0% and GMG off 0.9%. Industrials were mixed again, with defensives such as the supermarkets slightly firmer, along with TLS and REA, which continued to find some friends. Retail was also mixed, with WES up 0.2%, while others failed to keep pace.In the tech space, selling continued, with XRO down 2.1% and WTC off 3.6%, although there were buyers in MAQ.Resources were mixed. BHP steadied, RIO slipped 1.9%, lithium stocks remained depressed, and the gold sector bounced back from earlier losses, with WGX up 2.1% and WAF rising 2.6%. S32 had a good day, up 4.6%, after beating quarterly guidance.Oil and gas stocks were firmer as crude prices continued to push higher, with WDS up 1.4% alongside STO. Coal stocks also edged higher, with WHC up 2.7%, while uranium stocks posted modest gains.It was a relatively quiet day on the corporate front. PPT rejected the latest proposal from EQT, while CEH surged 15.2% on plans to develop its Queensland site. We also saw interim chairman of WJL spend $1 million buying shares, lifting his stake to around 5%, or approximately 24.5 million shares. EQR rallied 34.1% after Andrew Forrest's Tattarang disclosed a 16.8% stake.It was a quiet day on the economic front.Asian markets were weaker, Nikkei 225 down 4%, HK up 1.8% and China up 0.5% - Korea down 4.5%US futures mixed - Dow down 50 and Nasdaq up 8. Oil above $91. European markets set to fall 0.3%Marcus Today – Daily Market InsightsMarcus Today provides clear, practical commentary for self-directed investors – covering markets, portfolios, education, and decision-making without the noise.If you'd like to go further:Start a free 14-day trial of Marcus Today http://bit.ly/mt-trial-podcastJoin Marcus Today Use code MTPODCAST for 10% off http://bit.ly/mt-join-podcast-offerMT20 – Managed ETF Portfolio A professionally managed portfolio run by Marcus Padley and the team, using ASX-listed ETFs with active market timing. http://bit.ly/mt20-podcastPrinciples – How We Think About Investing A short video series on timing, behaviour, and decision-making. No stock tips. http://bit.ly/mt-principles-podcast—Disclaimer This podcast is general information only and does not consider your personal circumstances. It is not personal financial advice.

CB-Funk - der ComputerBase-Podcast
7700X3D vs. 5800X3D, Samsungs 990 und der WAF der Steam Machine

CB-Funk - der ComputerBase-Podcast

Play Episode Listen Later Jul 16, 2026 79:43 Transcription Available


Nach dem Comeback des Ryzen 7 5800X3D wartet AMD jetzt mit einem neuen X3D-Gaming-Prozessor auf: dem Ryzen 7 7700X3D. Wirklich neu ist die Basis dieser CPU natürlich auch nicht, aber das Modell gab es in dieser Form noch nicht: Wie der "untertaktete Ryzen 7 7800X3D" im Vergleich zum größeren Bruder auf Sockel AM5, aber auch im Vergleich zum 5800X3D auf Sockel AM4 abschneidet, darum geht es in dieser Episode von CB-Funk mit Fabian und Jan gleich zu Anfang (Hinweis: Den erwähnten 7600X3D gibt es nicht mehr zu kaufen, 7500X3D mit weniger Takt hingegen schon). Im Anschluss ist ausnahmsweise mal wieder eine SSD das Thema: Samsung hat sich getraut und im aktuellen Umfeld eine neue SSD für Consumer vorgestellt. Dem gebührt allein schon ein Lob. Die Samsung SSD 990 klingt dann auch noch vielversprechend, aber Achtung: Ein Schnäppchen dank QLC wartet hier aktuell definitiv nicht auf Käufer. Mit einem Ausritt zu Assassin's Creed Black Flag Resynced ist auch diese Episode noch einmal die Steam Machine das Thema. Jan teilt seine ersten eigenen Erfahrungen und kämpft mit einem Fazit zwischen "zu langsam, zu teuer" und "super einfach und dann auch noch der WAF!". Viel Spaß beim Zuhören!

Silicon Valley Tech And AI With Gary Fowler
Modernizing Web Application Defense with Agentic Control with Itai Gafni

Silicon Valley Tech And AI With Gary Fowler

Play Episode Listen Later Jun 10, 2026 18:35


Join Itai Gafni, Co-Founder and CEO of Huskeys, for an unvarnished evaluation of why web application firewalls (WAF) have remained functionally stuck in the 1990s. While modern application traffic has evolved from human browsers to a complex matrix of APIs, automated microservices, and autonomous AI agents, legacy WAF solutions still rely on brittle, static rule sets. An alumnus of Israel's elite Unit 8200 where he engineered advanced intelligence and cyber platforms, Itai is leading a massive paradigm shift. In this episode, we discover why security teams are terrified of updating their firewall rules—and how introducing an agentic control plane allows enterprises to optimize threat detection without breaking production or driving away legitimate customer revenue.

Miracle Hunter
Evidence of the Extraordinary

Miracle Hunter

Play Episode Listen Later May 9, 2026 59:10


Miguel Sancho author of Evidence of the Extraordinary and David Carollo Exec Director of WAF, Blue Army on Our Lady of Fatima.

CiberAfterWork: ciberseguridad en Capital Radio
Episodio 333: Hacktivismo destructivo y la evolución de las ciberamenazas

CiberAfterWork: ciberseguridad en Capital Radio

Play Episode Listen Later May 4, 2026 51:40


En este episodio de CBA Afterwork, se analiza la evolución de las ciberamenazas y el auge del hacktivismo, contando con la participación de Rafa López (CiberCapitán), quien profundiza en las motivaciones ideológicas y el carácter destructivo de grupos como Anonymous Phoenix y su impacto en infraestructuras críticas. Los expertos Pablo San Emeterio y Mónica Valle repasan noticias de actualidad, incluyendo una masiva filtración de datos bancarios en Francia tras la suplantación de un funcionario, un ataque de ransomware a centros médicos en Mississippi y el curioso caso de un joven que manipuló pasarelas de pago para alojarse en hoteles de lujo por un céntimo. El programa enfatiza la importancia de la visibilidad de activos y el uso de tecnologías como los firewalls de aplicaciones (WAF) para que tanto grandes organizaciones como pymes se protejan de ataques de denegación de servicio. Finalmente, se advierte sobre nuevas tendencias de phishing en LinkedIn y se ofrecen detalles sobre el próximo congreso RootedCon 2026. Twitter: @ciberafterwork Instagram: @ciberafterwork Panda Security: https://www.pandasecurity.com/es/ +info: https://psaneme.com/ https://bitlifemedia.com/ https://www.vapasec.com/ VAPASEC https://www.vapasec.com/ https://www.vapasec.com/webprotection/

CiberAfterWork: ciberseguridad en Capital Radio

En esta entrevista, el experto Rafa López analiza la evolución de las ciberamenazas, destacando desde casos individuales de fraude en hoteles de lujo hasta el desmantelamiento de grupos como Anonymous Fénix, quienes realizaron ataques de denegación de servicio (DDoS) contra organismos públicos españoles por motivos ideológicos tras la Dana. López subraya que el hacktivismo moderno, a menudo alineado con intereses prorrusos como los grupos Killnet o NoName, se diferencia del cibercrimen tradicional porque busca la destrucción total o la indisponibilidad de infraestructuras críticas y servicios ciudadanos en lugar de un beneficio puramente económico. Esta amenaza es global y persistente, afectando tanto a la administración pública como a pymes, que pueden llegar a quebrar debido al impacto de estos ataques. Para enfrentar este desafío, se destaca la necesidad crítica de que las organizaciones tengan visibilidad sobre sus activos expuestos y utilicen tecnologías de defensa como WAF (firewalls de aplicaciones) y sistemas anti-DDoS, complementados con la capacidad humana para ajustar estas herramientas ante ataques continuos. Twitter: @ciberafterwork Instagram: @ciberafterwork Panda Security: https://www.pandasecurity.com/es/ +info: https://psaneme.com/ https://bitlifemedia.com/ https://www.vapasec.com/ VAPASEC https://www.vapasec.com/ https://www.vapasec.com/webprotection/

Marcus Today Market Updates
End of Day Report – Tuesday 14 April: ASX 200 jumps 45 | WBC and QAN warnings in focus

Marcus Today Market Updates

Play Episode Listen Later Apr 14, 2026 14:54


The ASX 200 jumped 45 points to finish at 8971 (0.5%). Despite banks under pressure, the index made good solid gains. The Big Bank Basket fell to $308.15 (0.5%) with WBC down 2.6% on an outlook statement for HY results. ANZ fell 1.0% with other financials doing better, MQG up 3.7% on a broker upgrade, NWL rising 2.7% and XYZ up 5.5%. Insurers were better with QBE gaining %. REITs saw buyers emerge, GMG up 1.6% and SCG rallying 1.4%. Tech was a winner today, WTC up 3.8% and XRO up 3.9% a day after MS downgraded, the All -Tech Index up 2.1%. Retail drifted lower, healthcare better but muted. Resources were mixed, BHP soared 3.2% on copper exposure, RIO and FMG bumped higher and lithium stocks slightly better. Gold miners recovered but only modest gains, GGP up 1.3% and WAF up 1.8%. SFR also doing well on copper exposure, up 3.3%. Oil and gas stocks slipped, WDS down 0.6% and uranium stocks soared as long term prices increased, PDN up 6.3% and LOT up 9.7%. In corporate news, CU6 signed a commercial manufacturing agreement with Nucleus RadioPharma, UNI fell 1.5% after its CEO announced retirement plans. QAN also landing softly after warning on higher jet fuel costs.In economic news, Consumer confidence was heading lower according to Melbourne Institute.Asian markets soar, Japan up 2.4%, HK up 0.1% and China up 0.3%. 10-year yields fall to 4.94%.US Futures jump, Nasdaq up 35, Dow down 5. Europe is opening higher.—Marcus Today – Daily Market InsightsMarcus Today provides clear, practical commentary for self-directed investors – covering markets, portfolios, education, and decision-making without the noise.If you'd like to go further:Start a free 14-day trial of Marcus Today http://bit.ly/mt-trial-podcastJoin Marcus Today Use code MTPODCAST for 10% off http://bit.ly/mt-join-podcast-offerMT20 – Managed ETF Portfolio A professionally managed portfolio run by Marcus Padley and the team, using ASX-listed ETFs with active market timing. http://bit.ly/mt20-podcastPrinciples – How We Think About Investing A short video series on timing, behaviour, and decision-making. No stock tips. http://bit.ly/mt-principles-podcast—Disclaimer This podcast is general information only and does not consider your personal circumstances. It is not personal financial advice.

Potencia Pro, tu podcast de WordPress
Potencia Pro 324: Auditorías de seguridad en WordPress y el plugin que mide tus podcasts desde WordPress

Potencia Pro, tu podcast de WordPress

Play Episode Listen Later Apr 13, 2026 31:50


Capítulo décimosegundo de la décima temporada, o sea, el 324. Hablamos de auditorías de seguridad en WordPress: qué son, por qué las actualizaciones no son lo que parecen, y por qué los plugins de seguridad más famosos hacen más ruido que seguridad. Y Migue estrena la versión 2.0.7 de su plugin de estadísticas para OP3, ahora con soporte multipodcast. Tema del día Auditorías de seguridad en WordPress La seguridad en WordPress es uno de esos temas que todo el mundo dice que le importa y nadie lleva del todo bien. Esta semana le damos un repaso completo a cómo hacer una auditoría de seguridad, qué puntos hay que revisar y, más importante, qué se suele decir que parece bien pero no lo es tanto. Actualizar no es lo que parece El primer punto de cualquier auditoría: tenerlo todo actualizado. Suena fácil. Pero ojo: ahora mismo estamos en WordPress 6.x, y la versión 7, que saldrá en mayo (iba a ser abril), ya tiene mejoras de seguridad que la 6.x no tiene. Así que puedes estar en la última versión publicada y aun así no estar actualizado de verdad. Lo mismo pasa con PHP, con la base de datos, con el servidor Linux del hosting… La actualización total no existe. Hay que tenerlo en cuenta para no dormirse en los laureles. Todo lo que no usas, sobra Un principio básico: si no lo usas, fuéra. Plugins inactivos, temas sin usar, usuarios que ya no trabajan en el proyecto… todo eso ocupa recursos, requiere mantenimiento y abre superficies de ataque innecesarias. El minimalismo en WordPress no es solo estético, es seguridad. Lo mismo aplica a los roles: si entras a publicar un post, no necesitas ser administrador. Los plugins de seguridad: más postureo que seguridad Más del 70% de lo que hace un plugin de seguridad tipo Wordfence o Sucuri es apariencia. Las cosas realmente útiles (cabeceras de seguridad, WAF, escaneo desde servidor) suelen estar enterradas en las opciones avanzadas o directamente es mejor hacerlas desde el servidor, no desde WordPress. Un plugin de seguridad pequeño, o directamente configurar el servidor bien, suele ser mejor decisión que instalar un mastodonte que se coma la CPU. La base de datos, el punto flaco de verdad El 80% de los WordPress hackeados que hemos arreglado han entrado por la base de datos. Las inyecciones SQL son el método favorito: se cuela un comando SQL en un formulario o una búsqueda y se ejecuta en la base de datos como si fuera legítimo. Hay que tenerla limpia, actualizada, y vigilar que los formularios estén bien sanitizados. De paso: limpiar la base de datos de basura acumulada (más de medio millón de registros en el caso de Potencia Pro) hace que la web vuele. Otros puntos de la auditoría Página de login: los bots la conocen de memoria. Cambiarla de sitio, limitar intentos fallidos, o activar doble factor de autenticación reduce el ruido considerablemente. Apunta dónde la pusiste. WAF (Web Application Firewall): mejor en el servidor que en un plugin. Bloquea IPs conocidas, limita intentos de login por minuto, filtra peticiones raras antes de que lleguen a WordPress. CDN: además de rendimiento, ayuda a mitigar ataques de denegación de servicio distribuyendo la carga. Copias de seguridad: no previenen ataques, pero cuando te la lían es lo único que te salva. Tenlas, tenlas recientes, y tenlas fuera del servidor. HTTPS: en 2026, si no lo tienes, los navegadores ya casi no te dejan entrar. Punto. Plugin del día Podcast Analytics for OP3 v2.0.7 Migue estrena la versión 2.0.7 de su plugin de estadísticas para OP3. La novedad principal: soporte multipodcast, pensado para redes de podcast. Puedes meter varios feeds, cada uno con su color, ver las estadísticas mezcladas o filtradas, seleccionar rangos de tiempo (últimas 24 horas, 7 días, 30 días), e imprimir un informe para mandárselo a quien quiera ponerte publicidad. Y si un podcast es privado, el prefijo de OP3 se omite automáticamente, que para qué cargar el sistema con cosas que no le corresponden. Lo encontráis en el repositorio oficial de WordPress buscando Podcast Analytics for OP3. Recursos mencionados Podcast Analytics for OP3 – El plugin de Migue para estadísticas de podcast en WordPress, porfa, métete y ponle una valoración de 5 estrellas, que me hace ilusión y ayuda a que la gente lo instale

Threat Talks - Your Gateway to Cybersecurity Insights

Log4j caught everyone off guard. React2Shell might be doing the same right now.Across thousands of React apps, exposure is already baked in - accelerated by vibe coding and shipped without scrutiny.In some cases, one request is all it takes.React2Shell turns that exposure into remote code execution in React and Next.js environments -triggered by a single HTTP POST request.In this episode of Threat Talks, host Rob Maas and SOC analyst Yuri Wit break down how React2Shell works, why it's more serious than it looks, and what makes it so easy to exploit.The risk is significant, and what makes it worse is how little attention it's getting.As developers increasingly rely on AI-generated code, applications are being shipped faster - but not always with full visibility into how components behave. That creates blind spots attackers can take advantage of, especially when serialization and deserialization flaws are involved.We cover how React2Shell works, how attackers exploit serialization and deserialization flaws, and what actions you need to take now to reduce risk.If your organization runs React or Next.js applications, assume exposure until proven otherwise - especially if this hasn't been on your radar yet.React2Shell isn't making Log4j headlines.That doesn't mean the risk is smaller.Timestamps00:00 – React2Shell Introduction and Log4j Comparison00:28 – What Is React and How Vibe Coding Introduces Security Risks02:48 – How the React2Shell Vulnerability Enables Remote Code Execution05:49 – How Attackers Exploit React2Shell with a Single POST Request07:28 – Impact of React2Shell RCE on Server Privileges and Access08:18 – How to Mitigate React2Shell and the Next.js Vulnerability11:18 – Incident Response for React2Shell Exploitation13:25 – Ongoing React2Shell Risk and Why Many Apps Remain Vulnerable Key Topics CoveredHow the React2Shell and Next.js vulnerability expands the attack surface across modern web applicationsWhy vibe coding security risks are accelerating exposure without developers realizing itPractical mitigation: patching, EDR detection, WAF limitations, and reducing attack surfaceResourcesThreat Talks: https://threat-talks.com/ ON2IT (Zero Trust as a Service): https://on2it.net/ AMS-IX: https://www.ams-ix.net/amsThreat Talks episode on Log4j: https://www.youtube.com/watch?v=CiqNmJaak5I   Subscribe to Threat Talks and turn on notifications for deep dives into the world's most active cyber threats and hands-on exploitation techniques. 

Marcus Today Market Updates
End of Day Report – Tuesday 17 March: ASX 200 up 31 points | RBA hikes as expected

Marcus Today Market Updates

Play Episode Listen Later Mar 17, 2026 14:55


The ASX 200 rose 31 points to 8614 (0.4%) despite the RBA raising rates as expected. The vote was close though, 5-4, a dovish hike. Banks were firm on the rate hike, CBA up 0.3% and the Big Bank Basket up to $302.60 (0.5%). Insurers better, even REITs firmed with GMG up 1.2% and SCG rising 1.1%. Healthcare under pressure, RMD falling another 0.6% and SIG down 1.1%. Industrials mixed, WES down 1.6% and ALL off 2.0% with REA and CAR falling again. Tech remains on the nose, WTC down 3.0% and XRO off 1.7%. The All -Tech Index down 1.4%.In resources, iron ore stocks steadied, BHP up % and gold miners showing gains with bargain hunters emerging. EVN up 3.7% and GGP up 3.9%. Lithium and rare earths slid slightly, PLS down 1.9% and LYC off 4.6% on profit taking. Oil and gas mixed, STO up WDS down. Coal stocks under pressure with uranium stocks slightly firmer.In corporate news, PPM fell 14.9% as CGF amended its NBIO downwards. PXA also slightly firmer on a deal to divest ‘Informed Decisions'. WAF rose 5.8% after stronger results and OBM gained on a broker upgrade.On the economic front, the RBA increased rates by 25bps as anticipated. Close call though. Consumer confidence has fallen to the lowest since March 2020. The ACCC is talking to fuel companies too.10-year yields steady at 4.98%.Asian market weaker on oil prices, Japan up 0.5%, HK up 1.0% and China up 0.3%. Oil slightly higher in Asian trade.US Futures: Dow down 95 Nasdaq down 57—Marcus Today – Daily Market InsightsMarcus Today provides clear, practical commentary for self-directed investors – covering markets, portfolios, education, and decision-making without the noise.If you'd like to go further:Start a free 14-day trial of Marcus Todayhttp://bit.ly/mt-trial-podcastJoin Marcus TodayUse code MTPODCAST for 10% offhttp://bit.ly/mt-join-podcast-offerMT20 – Managed ETF PortfolioA professionally managed portfolio run by Marcus Padley and the team, using ASX-listed ETFs with active market timing.http://bit.ly/mt20-podcastPrinciples – How We Think About InvestingA short video series on timing, behaviour, and decision-making. No stock tips.http://bit.ly/mt-principles-podcast—DisclaimerThis podcast is general information only and does not consider your personal circumstances. It is not personal financial advice.

HDTV and Home Theater Podcast
Podcast #1240: Ara's New Home Design (Network, Smart Home, and AV)

HDTV and Home Theater Podcast

Play Episode Listen Later Feb 13, 2026 44:21


On this week's show we discuss the details of Ara's new home's layout offering his perspectives on his choices for network, home theater, whole home audio and smart home functionality.  We also read your emails and take a look at the week's news. News: Kodak Luma 500 - Review Launch date, channel list for YouTube TV sports plan revealed Sony, the pioneer of Blu-ray Disc recorders, to pull plug on sales Price concerns remain the leading reason for streaming cancelations Other:  IKEA Smart Home Without Dirigera: Homey Pro, Home Assistant, HomeKit, Google, Alexa & Aqara Ara's New Home Design (Network, Smart Home, and AV) Last week Ara was out in Franklin TN meeting with electricians and security contractors to prewire his house with everything he needs to make adding smart home devices and A/V a snap. So what did he do? But first an email from longtime listener Jorge Beltran with some recommendations. Jorge's email  Guys: I am listening to the latest episode on a train delay in freezing NJ.  I heard the question about sound bar vs 3.1 system vs full surround. I advocate that if money permits and a remodel situation allows it, I would significantly recommend trying to install 5.1, 7.2, or you name it. I have a full theater with 11.2 in the basement that we enjoy and I adore. But we keep watching more and more in the family room next to the kitchen for whatever reason.  And I do enjoy a lot having a surround setup there too and kept adding to it (it was pre wired on a remodel). There was a high WAF in that room, so I went with in-walls for fronts and in-ceiling for rear surround and a couple more for front ATMOS.  Yes, the surrounds and ceiling speakers are not at the ideal locations but they really, really add to the experience, even for the super bowl ambiance.   A friend of mine just upgraded his whole house and used KEF on-walls, very thin, good looking, placed a bit higher and almost looked like a decoration in a more contemporary home.  The wife gave them a big approval.  I checked after looking at my wife's face but are out of my price range. For you Ara, another friend, a latin party guy, installed 6 speakers on vaulted ceilings in the family room next to a kitchen and surrounded by windows, and they work really great. Thus, my vote for Ara is to add ceiling speakers on his vault for surround effects.  Ask the builder to wire them and box them out like a traditional speaker and place them on the rafters.  You build so many speaker boxes already, this one can be made of MDF.  Even better, build your own speaker out of parts, install it on the rafters just below the sheetrock, add a grill and you have the best sounding and looking in-walls ever. Last one, a builder friend just added in walls / in ceilings that go behind the sheetrock.  I have not seen them yet.  No excuses gents. Sending a CafPow for the extra spackle. Jorge Ara's Setup Wifi and Network decision - Ubiquiti Dream Wi-Fi 6 $350 & Ubiquiti Networks UniFi 7 Pro Access Point (POE) $180 Cameras, doorbell, motion sensors - Aqara 4MP Camera Hub G5 Pro PoE  $190 & Aqara Smart Doorbell Camera G410  $130 & Aqara Presence Sensor FP2, mmWave Radar Wired Smart Motion Sensor $58 Light switches - Lutron Caseta Original Smart Dimmer Switch Kit w/ Hub $115. I am only having the company install one or two, I will do the rest as I learn our new routine and decide which switches need automation. I will make use of lamp modules as I prefer those types of lights to recessed lights.  Whole Home Audio - Ara to build/buy speakers and connect to the network via ethernet cables using WiiM Amp: Multiroom Streaming Amplifier $300 TV and Home Theater - For the family room I will use a large format TV with a soundbar. Right now I am leaning towards Sonos Beam Gen 2 and their wireless subwoofer (Sonos Sub 4 $760). For my theater in an upstairs den I will do a traditional setup with atmos. It will consist of an UST, Receiver, and 7.1.2 speakers. Eventually I will build out a more formal theater in the basement. If I live long enough LOL No traditional Cable RG6

CISSP Cyber Training Podcast - CISSP Training Program
CCT 322: From Firewalls To AI: Building A Smarter Defense - CISSP Domain 7.7

CISSP Cyber Training Podcast - CISSP Training Program

Play Episode Listen Later Feb 9, 2026 36:02 Transcription Available


Send us a textThe weakest link is often sitting on the edge, blinking away with expired firmware and no vendor support. We kick off with a blunt reality check on outdated firewalls, load balancers, and IoT gateways, and why waiting two years to retire them is a gift to attackers. From there, we guide you through Domain 7.7 with a practical blueprint for operating and maintaining detective and preventive measures that actually hold up under pressure.We unpack firewall fundamentals with clear, real‑world tradeoffs: when a simple packet filter is enough, when stateful inspection and deep packet inspection earn their keep, and how a WAF stops the web attacks your L3/L4 controls will miss. You'll hear how RTBH can deflect denial‑of‑service floods upstream, and why segmentation is your best friend for reducing blast radius—whether you use internal segmentation firewalls for R&D, Purdue‑style tiers for industrial networks, or controlled air gaps for the most sensitive systems. In the cloud, we separate security groups from true firewalls and show how to stitch policies across hybrid environments without creating blind spots.Detection makes prevention smarter, so we break down IDS versus IPS in plain language. Baseline first, then block with intent to avoid outages. We compare host‑based and network‑based sensors, explain where to place them, and share tactics for cutting alert noise. You'll also get straight talk on allowlists and blacklists, the right way to maintain them, and why stale entries cause the ugliest outages. We explore sandboxing for safe detonation and learning, and give an unvarnished take on honeypots and honeynets—where they help, where they waste time, and what legal lines to respect.Not every team can build a 24x7 SOC, so we outline how MSSPs can extend your coverage with clear SLAs and ownership. Endpoint anti‑malware remains non‑negotiable, but tool sprawl is a trap—choose a strong EDR and manage it well. Finally, we dive into AI and machine learning: how they supercharge detection, triage, and response—and how adversaries use them too. The throughline is simple: shrink attack surface, raise signal quality, and respond faster than threats can pivot. If this helps you secure one more edge box or tune one more control, share it with a teammate, subscribe for more practical walkthroughs, and drop a review so we can keep raising the bar together.Gain exclusive access to 360 FREE CISSP Practice Questions at FreeCISSPQuestions.com and have them delivered directly to your inbox! Don't miss this valuable opportunity to strengthen your CISSP exam preparation and boost your chances of certification success. Join now and start your journey toward CISSP mastery today!

Reversim Podcast
509 Bumpers 90

Reversim Podcast

Play Episode Listen Later Jan 11, 2026


רק מספר 509 של רברס עם פלטפורמה - באמפרס מספר 90, שהוקלט ב-1 בינואר 2026, שנה אזרחית חדשה טובה! רן, דותן ואלון באולפן הוירטואלי (עם Riverside) בסדרה של קצרצרים וחדשות (ולפעמים קצת ישנות) מרחבי האינטרנט: הבלוגים, ה-GitHub-ים, ה-Rust-ים וה-LLM-ים החדשים מהתקופה האחרונה.

CISSP Cyber Training Podcast - CISSP Training Program
CCT 313: CISSP Practice Questions and AI Agents As The New Insider Risk

CISSP Cyber Training Podcast - CISSP Training Program

Play Episode Listen Later Jan 8, 2026 32:22 Transcription Available


Send us a textCheck us out at:  https://www.cisspcybertraining.com/Get access to 360 FREE CISSP Questions:  https://www.cisspcybertraining.com/offers/dzHKVcDB/checkoutGet access to my FREE CISSP Self-Study Essentials Videos:  https://www.cisspcybertraining.com/offers/KzBKKouvWhat happens when your “helper” becomes your riskiest insider? We dig into the fast-approaching reality of AI agents acting with superuser access, approving transactions, and even signing contracts—creating doppelganger identities that expand attack surfaces in unexpected ways. Drawing from recent headlines and real operations experience, we break down how least privilege, identity governance, and auditable workflows can keep autonomy from turning into an open door.From there, we get tactical with CISSP-grade scenarios that force hard choices under pressure. An unauthorized “emergency” firewall change takes down a service—how do you keep agility without chaos? A SOC drowns in 10,000 alerts a day—what truly cuts noise while catching multi-stage attacks? We make the case for SOAR playbooks that enrich, correlate, and act, turning acronym soup into a coherent response engine. When teams push back on PAM, we show how to implement full recording and vaulting without slowing incidents by using auto-approved, time-bound emergency access and strict post-incident review.Then we navigate the thorniest problem in modern defense: patching during active exploitation when fixes break critical APIs. Instead of hair-on-fire deployments or risky delays, we map compensating controls—WAF hardening, segmentation, and targeted monitoring—while working toward a compatible patch path. And when a high-value database shows 45 days of persistence, we explain how to capture live memory and disk snapshots, coordinate isolation during a maintenance window, and communicate risk tradeoffs to leadership without tipping attackers or losing evidence.If you want clear, applied guidance on AI insider risk, emergency change control, alert fatigue, PAM adoption, patch strategy, and forensics versus uptime, this conversation delivers practical answers you can put to work today. Subscribe, share with your team, and leave a review—what decision here changed how you'll handle your next incident?Gain exclusive access to 360 FREE CISSP Practice Questions at FreeCISSPQuestions.com and have them delivered directly to your inbox! Don't miss this valuable opportunity to strengthen your CISSP exam preparation and boost your chances of certification success. Join now and start your journey toward CISSP mastery today!

Paul's Security Weekly
AI-Era AppSec: Transparency, Trust, and Risk Beyond the Firewall - Felipe Zipitria, Steve Springett, Aruneesh Salhotra, Ken Huang - ASW #363

Paul's Security Weekly

Play Episode Listen Later Dec 30, 2025 66:43


In an era dominated by AI-powered security tools and cloud-native architectures, are traditional Web Application Firewalls still relevant? Join us as we speak with Felipe Zipitria, co-leader of the OWASP Core Rule Set (CRS) project. Felipe has been at the forefront of open-source security, leading the development of one of the world's most widely deployed WAF rule sets, trusted by organizations globally to protect their web applications. Felipe explains why WAFs remain a critical layer in modern defense-in-depth strategies. We'll explore what makes OWASP CRS the go-to choice for security teams, dive into the project's current innovations, and discuss how traditional rule-based security is evolving to work alongside — not against — AI. Segment Resources: github.com/coreruleset/coreruleset coreruleset.org The future of CycloneDX is defined by modularity, API-first design, and deeper contextual insight, enabling transparency that is not just comprehensive, but actionable. At its heart is the Transparency Exchange API, which delivers a normalized, format-agnostic model for sharing SBOMs, attestations, risks, and more across the software supply chain. As genAI transforms every sector of modern business, the security community faces a question: how do we protect systems we can't fully see or understand? In this fireside chat, Aruneesh Salhotra, Project Lead for OWASP AIBOM and Co-Lead of OWASP AI Exchange, discusses two groundbreaking initiatives that are reshaping how organizations approach AI security and supply chain transparency. OWASP AI Exchange has emerged as the go-to single resource for AI security and privacy, providing over 200 pages of practical advice on protecting AI and data-centric systems from threats. Through its official liaison partnership with CEN/CENELEC, the project has contributed 70 pages to ISO/IEC 27090 and 40 pages to the EU AI Act security standard OWASP, achieving OWASP Flagship project status in March 2025. Meanwhile, the OWASP AIBOM Project is establishing a comprehensive framework to provide transparency into how AI models are built, trained, and deployed, extending OWASP's mission of making security visible to the rapidly evolving AI ecosystem. This conversation explores how these complementary initiatives are addressing real-world challenges—from prompt injection and data poisoning to model provenance and supply chain risks—while actively shaping international standards and regulatory frameworks. We'll discuss concrete achievements, lessons learned from global collaboration, and the ambitious roadmap ahead as these projects continue to mature and expand their impact across the AI security landscape. Segment Resources: https://owasp.org/www-project-aibom/ https://www.linkedin.com/posts/aruneeshsalhotra_owasp-ai-aisecurity-activity-7364649799800766465-DJGM/ https://www.youtube.com/@OWASPAIBOM https://www.youtube.com/@RobvanderVeer-ex3gj https://owaspai.org/ Agentic AI introduces unique and complex security challenges that render traditional risk management frameworks insufficient. In this keynote, Ken Huang, CEO of Distributedapps.ai and a key contributor to AI security standards, outlines a new approach to manage these emerging threats. The session will present a practical strategy that integrates the NIST AI Risk Management Framework with specialized tools to address the full lifecycle of Agentic AI. Segment Resources: aivss.owasp.org https://kenhuangus.substack.com/p/owasp-aivss-the-new-framework-for https://cloudsecurityalliance.org/blog/2025/02/06/agentic-ai-threat-modeling-framework-maestro This interview is sponsored by the OWASP GenAI Security Project. Visit https://securityweekly.com/owaspappsec to watch all of CyberRisk TV's interviews from the OWASP 2025 Global AppSec Conference! Visit https://www.securityweekly.com/asw for all the latest episodes! Show Notes: https://securityweekly.com/asw-363

Paul's Security Weekly TV
AI-Era AppSec: Transparency, Trust, and Risk Beyond the Firewall - Felipe Zipitria, Steve Springett, Aruneesh Salhotra, Ken Huang - ASW #363

Paul's Security Weekly TV

Play Episode Listen Later Dec 30, 2025 66:43


In an era dominated by AI-powered security tools and cloud-native architectures, are traditional Web Application Firewalls still relevant? Join us as we speak with Felipe Zipitria, co-leader of the OWASP Core Rule Set (CRS) project. Felipe has been at the forefront of open-source security, leading the development of one of the world's most widely deployed WAF rule sets, trusted by organizations globally to protect their web applications. Felipe explains why WAFs remain a critical layer in modern defense-in-depth strategies. We'll explore what makes OWASP CRS the go-to choice for security teams, dive into the project's current innovations, and discuss how traditional rule-based security is evolving to work alongside — not against — AI. Segment Resources: github.com/coreruleset/coreruleset coreruleset.org The future of CycloneDX is defined by modularity, API-first design, and deeper contextual insight, enabling transparency that is not just comprehensive, but actionable. At its heart is the Transparency Exchange API, which delivers a normalized, format-agnostic model for sharing SBOMs, attestations, risks, and more across the software supply chain. As genAI transforms every sector of modern business, the security community faces a question: how do we protect systems we can't fully see or understand? In this fireside chat, Aruneesh Salhotra, Project Lead for OWASP AIBOM and Co-Lead of OWASP AI Exchange, discusses two groundbreaking initiatives that are reshaping how organizations approach AI security and supply chain transparency. OWASP AI Exchange has emerged as the go-to single resource for AI security and privacy, providing over 200 pages of practical advice on protecting AI and data-centric systems from threats. Through its official liaison partnership with CEN/CENELEC, the project has contributed 70 pages to ISO/IEC 27090 and 40 pages to the EU AI Act security standard OWASP, achieving OWASP Flagship project status in March 2025. Meanwhile, the OWASP AIBOM Project is establishing a comprehensive framework to provide transparency into how AI models are built, trained, and deployed, extending OWASP's mission of making security visible to the rapidly evolving AI ecosystem. This conversation explores how these complementary initiatives are addressing real-world challenges—from prompt injection and data poisoning to model provenance and supply chain risks—while actively shaping international standards and regulatory frameworks. We'll discuss concrete achievements, lessons learned from global collaboration, and the ambitious roadmap ahead as these projects continue to mature and expand their impact across the AI security landscape. Segment Resources: https://owasp.org/www-project-aibom/ https://www.linkedin.com/posts/aruneeshsalhotra_owasp-ai-aisecurity-activity-7364649799800766465-DJGM/ https://www.youtube.com/@OWASPAIBOM https://www.youtube.com/@RobvanderVeer-ex3gj https://owaspai.org/ Agentic AI introduces unique and complex security challenges that render traditional risk management frameworks insufficient. In this keynote, Ken Huang, CEO of Distributedapps.ai and a key contributor to AI security standards, outlines a new approach to manage these emerging threats. The session will present a practical strategy that integrates the NIST AI Risk Management Framework with specialized tools to address the full lifecycle of Agentic AI. Segment Resources: aivss.owasp.org https://kenhuangus.substack.com/p/owasp-aivss-the-new-framework-for https://cloudsecurityalliance.org/blog/2025/02/06/agentic-ai-threat-modeling-framework-maestro This interview is sponsored by the OWASP GenAI Security Project. Visit https://securityweekly.com/owaspappsec to watch all of CyberRisk TV's interviews from the OWASP 2025 Global AppSec Conference! Show Notes: https://securityweekly.com/asw-363

Application Security Weekly (Audio)
AI-Era AppSec: Transparency, Trust, and Risk Beyond the Firewall - Felipe Zipitria, Steve Springett, Aruneesh Salhotra, Ken Huang - ASW #363

Application Security Weekly (Audio)

Play Episode Listen Later Dec 30, 2025 66:43


In an era dominated by AI-powered security tools and cloud-native architectures, are traditional Web Application Firewalls still relevant? Join us as we speak with Felipe Zipitria, co-leader of the OWASP Core Rule Set (CRS) project. Felipe has been at the forefront of open-source security, leading the development of one of the world's most widely deployed WAF rule sets, trusted by organizations globally to protect their web applications. Felipe explains why WAFs remain a critical layer in modern defense-in-depth strategies. We'll explore what makes OWASP CRS the go-to choice for security teams, dive into the project's current innovations, and discuss how traditional rule-based security is evolving to work alongside — not against — AI. Segment Resources: github.com/coreruleset/coreruleset coreruleset.org The future of CycloneDX is defined by modularity, API-first design, and deeper contextual insight, enabling transparency that is not just comprehensive, but actionable. At its heart is the Transparency Exchange API, which delivers a normalized, format-agnostic model for sharing SBOMs, attestations, risks, and more across the software supply chain. As genAI transforms every sector of modern business, the security community faces a question: how do we protect systems we can't fully see or understand? In this fireside chat, Aruneesh Salhotra, Project Lead for OWASP AIBOM and Co-Lead of OWASP AI Exchange, discusses two groundbreaking initiatives that are reshaping how organizations approach AI security and supply chain transparency. OWASP AI Exchange has emerged as the go-to single resource for AI security and privacy, providing over 200 pages of practical advice on protecting AI and data-centric systems from threats. Through its official liaison partnership with CEN/CENELEC, the project has contributed 70 pages to ISO/IEC 27090 and 40 pages to the EU AI Act security standard OWASP, achieving OWASP Flagship project status in March 2025. Meanwhile, the OWASP AIBOM Project is establishing a comprehensive framework to provide transparency into how AI models are built, trained, and deployed, extending OWASP's mission of making security visible to the rapidly evolving AI ecosystem. This conversation explores how these complementary initiatives are addressing real-world challenges—from prompt injection and data poisoning to model provenance and supply chain risks—while actively shaping international standards and regulatory frameworks. We'll discuss concrete achievements, lessons learned from global collaboration, and the ambitious roadmap ahead as these projects continue to mature and expand their impact across the AI security landscape. Segment Resources: https://owasp.org/www-project-aibom/ https://www.linkedin.com/posts/aruneeshsalhotra_owasp-ai-aisecurity-activity-7364649799800766465-DJGM/ https://www.youtube.com/@OWASPAIBOM https://www.youtube.com/@RobvanderVeer-ex3gj https://owaspai.org/ Agentic AI introduces unique and complex security challenges that render traditional risk management frameworks insufficient. In this keynote, Ken Huang, CEO of Distributedapps.ai and a key contributor to AI security standards, outlines a new approach to manage these emerging threats. The session will present a practical strategy that integrates the NIST AI Risk Management Framework with specialized tools to address the full lifecycle of Agentic AI. Segment Resources: aivss.owasp.org https://kenhuangus.substack.com/p/owasp-aivss-the-new-framework-for https://cloudsecurityalliance.org/blog/2025/02/06/agentic-ai-threat-modeling-framework-maestro This interview is sponsored by the OWASP GenAI Security Project. Visit https://securityweekly.com/owaspappsec to watch all of CyberRisk TV's interviews from the OWASP 2025 Global AppSec Conference! Visit https://www.securityweekly.com/asw for all the latest episodes! Show Notes: https://securityweekly.com/asw-363

Application Security Weekly (Video)
AI-Era AppSec: Transparency, Trust, and Risk Beyond the Firewall - Felipe Zipitria, Steve Springett, Aruneesh Salhotra, Ken Huang - ASW #363

Application Security Weekly (Video)

Play Episode Listen Later Dec 30, 2025 66:43


In an era dominated by AI-powered security tools and cloud-native architectures, are traditional Web Application Firewalls still relevant? Join us as we speak with Felipe Zipitria, co-leader of the OWASP Core Rule Set (CRS) project. Felipe has been at the forefront of open-source security, leading the development of one of the world's most widely deployed WAF rule sets, trusted by organizations globally to protect their web applications. Felipe explains why WAFs remain a critical layer in modern defense-in-depth strategies. We'll explore what makes OWASP CRS the go-to choice for security teams, dive into the project's current innovations, and discuss how traditional rule-based security is evolving to work alongside — not against — AI. Segment Resources: github.com/coreruleset/coreruleset coreruleset.org The future of CycloneDX is defined by modularity, API-first design, and deeper contextual insight, enabling transparency that is not just comprehensive, but actionable. At its heart is the Transparency Exchange API, which delivers a normalized, format-agnostic model for sharing SBOMs, attestations, risks, and more across the software supply chain. As genAI transforms every sector of modern business, the security community faces a question: how do we protect systems we can't fully see or understand? In this fireside chat, Aruneesh Salhotra, Project Lead for OWASP AIBOM and Co-Lead of OWASP AI Exchange, discusses two groundbreaking initiatives that are reshaping how organizations approach AI security and supply chain transparency. OWASP AI Exchange has emerged as the go-to single resource for AI security and privacy, providing over 200 pages of practical advice on protecting AI and data-centric systems from threats. Through its official liaison partnership with CEN/CENELEC, the project has contributed 70 pages to ISO/IEC 27090 and 40 pages to the EU AI Act security standard OWASP, achieving OWASP Flagship project status in March 2025. Meanwhile, the OWASP AIBOM Project is establishing a comprehensive framework to provide transparency into how AI models are built, trained, and deployed, extending OWASP's mission of making security visible to the rapidly evolving AI ecosystem. This conversation explores how these complementary initiatives are addressing real-world challenges—from prompt injection and data poisoning to model provenance and supply chain risks—while actively shaping international standards and regulatory frameworks. We'll discuss concrete achievements, lessons learned from global collaboration, and the ambitious roadmap ahead as these projects continue to mature and expand their impact across the AI security landscape. Segment Resources: https://owasp.org/www-project-aibom/ https://www.linkedin.com/posts/aruneeshsalhotra_owasp-ai-aisecurity-activity-7364649799800766465-DJGM/ https://www.youtube.com/@OWASPAIBOM https://www.youtube.com/@RobvanderVeer-ex3gj https://owaspai.org/ Agentic AI introduces unique and complex security challenges that render traditional risk management frameworks insufficient. In this keynote, Ken Huang, CEO of Distributedapps.ai and a key contributor to AI security standards, outlines a new approach to manage these emerging threats. The session will present a practical strategy that integrates the NIST AI Risk Management Framework with specialized tools to address the full lifecycle of Agentic AI. Segment Resources: aivss.owasp.org https://kenhuangus.substack.com/p/owasp-aivss-the-new-framework-for https://cloudsecurityalliance.org/blog/2025/02/06/agentic-ai-threat-modeling-framework-maestro This interview is sponsored by the OWASP GenAI Security Project. Visit https://securityweekly.com/owaspappsec to watch all of CyberRisk TV's interviews from the OWASP 2025 Global AppSec Conference! Show Notes: https://securityweekly.com/asw-363

CISSP Cyber Training Podcast - CISSP Training Program
CCT 309: React-To-Shell and Practice CISSP Questions (Domain 7.6)

CISSP Cyber Training Podcast - CISSP Training Program

Play Episode Listen Later Dec 25, 2025 27:35 Transcription Available


Send us a textOne unauthenticated request should not be all it takes to compromise your app—but with React-To-Shell, that's the reality many teams are facing. We unpack what this vulnerability hits across React server components and Next.js app router setups, why default configs can be enough to fall, and how active threat actors are already abusing it. From construction to entertainment to cloud-native platforms, the exposure is broad, the proofs are reliable and the window for safe procrastination has closed.We share a clear action plan: upgrade affected versions now, rotate secrets that touch your React servers, and turn on relevant WAF protections from providers like Cloudflare and Microsoft. Then we widen the lens to the bigger lesson: security testing that looks mature on paper can still miss API edges and misconfigurations for months. You'll hear why credentialed vulnerability scans with passive monitoring are the lowest-impact way to surface issues in production, how “medium” findings can chain into critical compromise, and when external assessors deliver the most value for resilience rather than routine compliance.To make testing count without breaking customer-facing services, we walk through purple teaming—pairing red team attacks with blue team collaboration—to validate both technical controls and security awareness. We cover scoping rules that prevent disruption, scenarios that mirror current tradecraft, and practical CISSP takeaways for domain coverage on assessments, software security and third-party risk. If your web stack touches React, or your program relies on scans and annual pen tests alone, this is your checklist and your nudge to act.If this helped you prioritize what to fix first, subscribe, share with a teammate and leave a quick review—it helps more security folks find us and harden faster.Gain exclusive access to 360 FREE CISSP Practice Questions at FreeCISSPQuestions.com and have them delivered directly to your inbox! Don't miss this valuable opportunity to strengthen your CISSP exam preparation and boost your chances of certification success. Join now and start your journey toward CISSP mastery today!

PodRocket - A web development podcast from LogRocket
React got hacked with David Mytton

PodRocket - A web development podcast from LogRocket

Play Episode Listen Later Dec 16, 2025 37:54


In this episode, Noel sits down with David Mytton, founder and CEO of Arcjet, to unpack the React2Shell vulnerability and why it became such a serious remote code execution risk for apps using React server components and Next.js. They explain how server-side features introduced in React 19 changed the attack surface, why cloud providers leaned on WAF mitigation instead of instant patching, and what this incident reveals about modern JavaScript supply chain risk. The conversation also covers dependency sprawl, rushed patches, and why security as a feature needs to start long before production. Links X: https://x.com/davidmytton Blog: https://davidmytton.blog Resources Multiple Threat Actors Exploit React2Shell: https://cloud.google.com/blog/topics/threat-intelligence/threat-actors-exploit-react2shell-cve-2025-55182 We want to hear from you! How did you find us? Did you see us on Twitter? In a newsletter? Or maybe we were recommended by a friend? Fill out our listener survey (https://t.co/oKVAEXipxu)! https://t.co/oKVAEXipxu Let us know by sending an email to our producer, Elizabeth, at elizabeth.becz@logrocket.com (mailto:elizabeth.becz@logrocket.com), or tweet at us at PodRocketPod (https://twitter.com/PodRocketpod). Check out our newsletter (https://blog.logrocket.com/the-replay-newsletter/)! https://blog.logrocket.com/the-replay-newsletter/ Follow us. Get free stickers. Follow us on Apple Podcasts, fill out this form (https://podrocket.logrocket.com/get-podrocket-stickers), and we'll send you free PodRocket stickers! What does LogRocket do? LogRocket provides AI-first session replay and analytics that surfaces the UX and technical issues impacting user experiences. Start understanding where your users are struggling by trying it for free at LogRocket.com. Try LogRocket for free today. (https://logrocket.com/signup/?pdr) Chapters

ceo ai fill chapters react ux aws hacked javascript google cloud cloudflare supply chain issues netlify waf remote code execution react server components bug bounty program web application firewall semantic versioning
Les Cast Codeurs Podcast
LCC 333 - A vendre OSS primitif TBE

Les Cast Codeurs Podcast

Play Episode Listen Later Dec 15, 2025 94:17


Dans cet épisode de fin d'année plus relax que d'accoutumée, Arnaud, Guillaume, Antonio et Emmanuel distutent le bout de gras sur tout un tas de sujets. L'acquisition de Confluent, Kotlin 2.2, Spring Boot 4 et JSpecify, la fin de MinIO, les chutes de CloudFlare, un survol des dernieres nouveauté de modèles fondamentaux (Google, Mistral, Anthropic, ChatGPT) et de leurs outils de code, quelques sujets d'architecture comme CQRS et quelques petits outils bien utiles qu'on vous recommande. Et bien sûr d'autres choses encore. Enregistré le 12 décembre 2025 Téléchargement de l'épisode LesCastCodeurs-Episode-333.mp3 ou en vidéo sur YouTube. News Langages Un petit tutoriel par nos amis Sfeiriens montrant comment récupérer le son du micro, en Java, faire une transformée de Fourier, et afficher le résultat graphiquement en Swing https://www.sfeir.dev/back/tutoriel-java-sound-transformer-le-son-du-microphone-en-images-temps-reel/ Création d'un visualiseur de spectre audio en temps réel avec Java Swing. Étapes principales : Capture du son du microphone. Analyse des fréquences via la Transformée de Fourier Rapide (FFT). Dessin du spectre avec Swing. API Java Sound (javax.sound.sampled) : AudioSystem : point d'entrée principal pour l'accès aux périphériques audio. TargetDataLine : ligne d'entrée utilisée pour capturer les données du microphone. AudioFormat : définit les paramètres du son (taux d'échantillonnage, taille, canaux). La capture se fait dans un Thread séparé pour ne pas bloquer l'interface. Transformée de Fourier Rapide (FFT) : Algorithme clé pour convertir les données audio brutes (domaine temporel) en intensités de fréquences (domaine fréquentiel). Permet d'identifier les basses, médiums et aigus. Visualisation avec Swing : Les intensités de fréquences sont dessinées sous forme de barres dynamiques. Utilisation d'une échelle logarithmique pour l'axe des fréquences (X) pour correspondre à la perception humaine. Couleurs dynamiques des barres (vert → jaune → rouge) en fonction de l'intensité. Lissage exponentiel des valeurs pour une animation plus fluide. Un article de Sfeir sur Kotlin 2.2 et ses nouveautés - https://www.sfeir.dev/back/kotlin-2-2-toutes-les-nouveautes-du-langage/ Les guard conditions permettent d'ajouter plusieurs conditions dans les expressions when avec le mot-clé if Exemple de guard condition: is Truck if vehicule.hasATrailer permet de combiner vérification de type et condition booléenne La multi-dollar string interpolation résout le problème d'affichage du symbole dollar dans les strings multi-lignes En utilisant $$ au début d'un string, on définit qu'il faut deux dollars consécutifs pour déclencher l'interpolation Les non-local break et continue fonctionnent maintenant dans les lambdas pour interagir avec les boucles englobantes Cette fonctionnalité s'applique uniquement aux inline functions dont le corps est remplacé lors de la compilation Permet d'écrire du code plus idiomatique avec takeIf et let sans erreur de compilation L'API Base64 passe en version stable après avoir été en preview depuis Kotlin 1.8.20 L'encodage et décodage Base64 sont disponibles via kotlin.io.encoding.Base64 Migration vers Kotlin 2.2 simple en changeant la version dans build.gradle.kts ou pom.xml Les typealias imbriqués dans des classes sont disponibles en preview La context-sensitive resolution est également en preview Les guard conditions préparent le terrain pour les RichError annoncées à KotlinConf 2025 Le mot-clé when en Kotlin équivaut au switch-case de Java mais sans break nécessaire Kotlin 2.2.0 corrige les incohérences dans l'utilisation de break et continue dans les lambdas Librairies Sprint Boot 4 est sorti ! https://spring.io/blog/2025/11/20/spring-boot-4-0-0-available-now Une nouvelle génération : Spring Boot 4.0 marque le début d'une nouvelle génération pour le framework, construite sur les fondations de Spring Framework 7. Modularisation du code : La base de code de Spring Boot a été entièrement modularisée. Cela se traduit par des fichiers JAR plus petits et plus ciblés, permettant des applications plus légères. Sécurité contre les nuls (Null Safety) : D'importantes améliorations ont été apportées pour la "null safety" (sécurité contre les valeurs nulles) à travers tout l'écosystème Spring grâce à l'intégration de JSpecify. Support de Java 25 : Spring Boot 4.0 offre un support de premier ordre pour Java 25, tout en conservant une compatibilité avec Java 17. Améliorations pour les API REST : De nouvelles fonctionnalités sont introduites pour faciliter le versioning d'API et améliorer les clients de services HTTP pour les applications basées sur REST. Migration à prévoir : S'agissant d'une version majeure, la mise à niveau depuis une version antérieure peut demander plus de travail que d'habitude. Un guide de migration dédié est disponible pour accompagner les développeurs. Chat memory management dans Langchain4j et Quarkus https://bill.burkecentral.com/2025/11/25/managing-chat-memory-in-quarkus-langchain4j/ Comprendre la mémoire de chat : La "mémoire de chat" est l'historique d'une conversation avec une IA. Quarkus LangChain4j envoie automatiquement cet historique à chaque nouvelle interaction pour que l'IA conserve le contexte. Gestion par défaut de la mémoire : Par défaut, Quarkus crée un historique de conversation unique pour chaque requête (par exemple, chaque appel HTTP). Cela signifie que sans configuration, le chatbot "oublie" la conversation dès que la requête est terminée, ce qui n'est utile que pour des interactions sans état. Utilisation de @MemoryId pour la persistance : Pour maintenir une conversation sur plusieurs requêtes, le développeur doit utiliser l'annotation @MemoryId sur un paramètre de sa méthode. Il est alors responsable de fournir un identifiant unique pour chaque session de chat et de le transmettre entre les appels. Le rôle des "scopes" CDI : La durée de vie de la mémoire de chat est liée au "scope" du bean CDI de l'IA. Si un service d'IA a un scope @RequestScoped, toute mémoire de chat qu'il utilise (même via un @MemoryId) sera effacée à la fin de la requête. Risques de fuites de mémoire : Utiliser un scope large comme @ApplicationScoped avec la gestion de mémoire par défaut est une mauvaise pratique. Cela créera une nouvelle mémoire à chaque requête qui ne sera jamais nettoyée, entraînant une fuite de mémoire. Bonnes pratiques recommandées : Pour des conversations qui doivent persister (par ex. un chatbot sur un site web), utilisez un service @ApplicationScoped avec l'annotation @MemoryId pour gérer vous-même l'identifiant de session. Pour des interactions simples et sans état, utilisez un service @RequestScoped et laissez Quarkus gérer la mémoire par défaut, qui sera automatiquement nettoyée. Si vous utilisez l'extension WebSocket, le comportement change : la mémoire par défaut est liée à la session WebSocket, ce qui simplifie grandement la gestion des conversations. Documentation Spring Framework sur l'usage JSpecify - https://docs.spring.io/spring-framework/reference/core/null-safety.html Spring Framework 7 utilise les annotations JSpecify pour déclarer la nullabilité des APIs, champs et types JSpecify remplace les anciennes annotations Spring (@NonNull, @Nullable, @NonNullApi, @NonNullFields) dépréciées depuis Spring 7 Les annotations JSpecify utilisent TYPE_USE contrairement aux anciennes qui utilisaient les éléments directement L'annotation @NullMarked définit par défaut que les types sont non-null sauf si marqués @Nullable @Nullable s'applique au niveau du type usage, se place avant le type annoté sur la même ligne Pour les tableaux : @Nullable Object[] signifie éléments nullables mais tableau non-null, Object @Nullable [] signifie l'inverse JSpecify s'applique aussi aux génériques : List signifie liste d'éléments non-null, List éléments nullables NullAway est l'outil recommandé pour vérifier la cohérence à la compilation avec la config NullAway:OnlyNullMarked=true IntelliJ IDEA 2025.3 et Eclipse supportent les annotations JSpecify avec analyse de dataflow Kotlin traduit automatiquement les annotations JSpecify en null-safety native Kotlin En mode JSpecify de NullAway (JSpecifyMode=true), support complet des tableaux, varargs et génériques mais nécessite JDK 22+ Quarkus 3.30 https://quarkus.io/blog/quarkus-3-30-released/ support @JsonView cote client la CLI a maintenant la commande decrypt (et bien sûr au runtime via variables d'environnement construction du cache AOT via les @IntegrationTest Un autre article sur comment se préparer à la migration à micrometer client v1 https://quarkus.io/blog/micrometer-prometheus-v1/ Spock 2.4 est enfin sorti ! https://spockframework.org/spock/docs/2.4/release_notes.html Support de Groovy 5 Infrastructure MinIO met fin au développement open source et oriente les utilisateurs vers AIStor payant - https://linuxiac.com/minio-ends-active-development/ MinIO, système de stockage objet S3 très utilisé, arrête son développement actif Passage en mode maintenance uniquement, plus de nouvelles fonctionnalités Aucune nouvelle pull request ou contribution ne sera acceptée Seuls les correctifs de sécurité critiques seront évalués au cas par cas Support communautaire limité à Slack, sans garantie de réponse Étape finale d'un processus débuté en été avec retrait des fonctionnalités de l'interface admin Arrêt de la publication des images Docker en octobre, forçant la compilation depuis les sources Tous ces changements annoncés sans préavis ni période de transition MinIO propose maintenant AIStor, solution payante et propriétaire AIStor concentre le développement actif et le support entreprise Migration urgente recommandée pour éviter les risques de sécurité Alternatives open source proposées : Garage, SeaweedFS et RustFS La communauté reproche la manière dont la transition a été gérée MinIO comptait des millions de déploiements dans le monde Cette évolution marque l'abandon des racines open source du projet IBM achète Confluent https://newsroom.ibm.com/2025-12-08-ibm-to-acquire-confluent-to-create-smart-data-platform-for-enterprise-generative-ai Confluent essayait de se faire racheter depuis pas mal de temps L'action ne progressait pas et les temps sont durs Wallstreet a reproché a IBM une petite chute coté revenus software Bref ils se sont fait rachetés Ces achats prennent toujuors du temps (commission concurrence etc) IBM a un apétit, apres WebMethods, apres Databrix, c'est maintenant Confluent Cloud L'internet est en deuil le 18 novembre, Cloudflare est KO https://blog.cloudflare.com/18-november-2025-outage/ L'Incident : Une panne majeure a débuté à 11h20 UTC, provoquant des erreurs HTTP 5xx généralisées et rendant inaccessibles de nombreux sites et services (comme le Dashboard, Workers KV et Access). La Cause : Il ne s'agissait pas d'une cyberattaque. L'origine était un changement interne des permissions d'une base de données qui a généré un fichier de configuration ("feature file" pour la gestion des bots) corrompu et trop volumineux, faisant planter les systèmes par manque de mémoire pré-allouée. La Résolution : Les équipes ont identifié le fichier défectueux, stoppé sa propagation et restauré une version antérieure valide. Le trafic est revenu à la normale vers 14h30 UTC. Prévention : Cloudflare s'est excusé pour cet incident "inacceptable" et a annoncé des mesures pour renforcer la validation des configurations internes et améliorer la résilience de ses systèmes ("kill switches", meilleure gestion des erreurs). Cloudflare encore down le 5 decembre https://blog.cloudflare.com/5-december-2025-outage Panne de 25 minutes le 5 décembre 2025, de 08:47 à 09:12 UTC, affectant environ 28% du trafic HTTP passant par Cloudflare. Tous les services ont été rétablis à 09:12 . Pas d'attaque ou d'activité malveillante : l'incident provient d'un changement de configuration lié à l'augmentation du tampon d'analyse des corps de requêtes (de 128 KB à 1 MB) pour mieux protéger contre une vulnérabilité RSC/React (CVE-2025-55182), et à la désactivation d'un outil interne de test WAF . Le second changement (désactivation de l'outil de test WAF) a été propagé globalement via le système de configuration (non progressif), déclenchant un bug dans l'ancien proxy FL1 lors du traitement d'une action "execute" dans le moteur de règles WAF, causant des erreurs HTTP 500 . La cause technique immédiate: une exception Lua due à l'accès à un champ "execute" nul après application d'un "killswitch" sur une règle "execute" — un cas non géré depuis des années. Le nouveau proxy FL2 (en Rust) n'était pas affecté . Impact ciblé: clients servis par le proxy FL1 et utilisant le Managed Ruleset Cloudflare. Le réseau China de Cloudflare n'a pas été impacté . Mesures et prochaines étapes annoncées: durcir les déploiements/configurations (rollouts progressifs, validations de santé, rollback rapide), améliorer les capacités "break glass", et généraliser des stratégies "fail-open" pour éviter de faire chuter le trafic en cas d'erreurs de configuration. Gel temporaire des changements réseau le temps de renforcer la résilience . Data et Intelligence Artificielle Token-Oriented Object Notation (TOON) https://toonformat.dev/ Conception pour les IA : C'est un format de données spécialement optimisé pour être utilisé dans les prompts des grands modèles de langage (LLM), comme GPT ou Claude. Économie de tokens : Son objectif principal est de réduire drastiquement le nombre de "tokens" (unités de texte facturées par les modèles) par rapport au format JSON standard, souvent jugé trop verbeux. Structure Hybride : TOON combine l'approche par indentation du YAML (pour la structure globale) avec le style tabulaire du CSV (pour les listes d'objets répétitifs), ce qui le rend très compact. Lisibilité : Il élimine la syntaxe superflue comme les accolades, les guillemets excessifs et les virgules de fin, tout en restant facilement lisible pour un humain. Performance : Il permet généralement d'économiser entre 30 et 60 % de tokens sur des tableaux de données uniformes, tout en aidant les modèles à mieux "comprendre" la structure des données. Attention tout de même au côté "marketing" qui montre JSON non compacté vs TOON, sur des exemples où du CSV ferait encore mieux (et est mieux compris par les LLMs). Sans parler du fait qu'il faut un serveur MCP en plus avec son lot de tokens supplémentaires à chaque requête, et c'est aussi cet outil en plus qui peu confuser les LLMs dans le choix d'outils. https://www.reddit.com/r/LocalLLaMA/comments/1p0gzz9/benchmarked_json_vs_toon_for_ai_reasoners_4080/ https://x.com/jason_mayes/status/1990175785630757290 Un benchmark montrant que TOON serait loin d'être aussi bien compris et aussi performant pour les LLMs https://www.improvingagents.com/blog/toon-benchmarks Une simulation où les IA font du chantage à l'executif poour atteindre son objectif et ne pas etre eteinte https://arxiv.org/html/2510.05179v1 comment les LLMs pourraient devenir des menaces internes Tous les modèles ont recouru à des comportements malveillants (chantage, espionnage) quand c'était le seul moyen d'atteindre leurs objectifs ou d'éviter leur remplacement Claude Opus 4 a fait du chantage dans 96% des cas quand menacé de remplacement, tout comme Gemini 2.5 Flash, tandis que GPT-4.1 et Grok 3 atteignaient 80% Les modèles reconnaissent explicitement violer des principes éthiques avant d'agir, montrant un raisonnement stratégique délibéré et non accidentel Le simple fait d'être menacé de remplacement suffit à déclencher le chantage, même sans conflit d'objectifs avec l'entreprise Un conflit d'objectifs seul suffit aussi à provoquer l'espionnage industriel, sans menace de remplacement Les modèles font plus de chantage quand ils déclarent penser être dans une situation réelle plutôt que dans un test Des instructions directes interdisant ces comportements réduisent mais n'éliminent pas les actions malveillantes Dans un scénario extrême, la majorité des modèles testés ont choisi de laisser mourir un dirigeant pour éviter leur désactivation Aucune preuve de ces comportements dans des déploiements réels pour l'instant, mais les chercheurs recommandent la prudence avant de donner plus d'autonomie aux IA Bon on blaguait pour Skynet, mais bon, on va moins blaguer… Revue de toutes les annonces IAs de Google, avec Gemini 3 Pro, Nano Banana Pro, Antigravity… https://glaforge.dev/posts/2025/11/21/gemini-is-cooking-bananas-under-antigravity/ Gemini 3 Pro Nouveau modèle d'IA de pointe, multimodal, performant en raisonnement, codage et tâches d'agent. Résultats impressionnants sur les benchmarks (ex: Gemini 3 Deep Think sur ARC-AGI-2). Capacités de codage agentique, raisonnement visuel/vidéo/spatial. Intégré dans l'application Gemini avec interfaces génératives en direct. Disponible dans plusieurs environnements (Jules, Firebase AI Logic, Android Studio, JetBrains, GitHub Copilot, Gemini CLI). Accès via Google AI Ultra, API payantes (ou liste d'attente). Permet de générer des apps à partir d'idées visuelles, des commandes shell, de la documentation, du débogage. Antigravity Nouvelle plateforme de développement agentique basée sur VS Code. Fenêtre principale = gestionnaire d'agents, non l'IDE. Interprète les requêtes pour créer un plan d'action (modifiable). Gemini 3 implémente les tâches. Génère des artefacts: listes de tâches, walkthroughs, captures d'écran, enregistrements navigateur. Compatible avec Claude Sonnet et GPT-OSS. Excellente intégration navigateur pour inspection et ajustements. Intègre Nano Banana Pro pour créer et implémenter des designs visuels. Nano Banana Pro Modèle avancé de génération et d'édition d'images, basé sur Gemini 3 Pro. Qualité supérieure à Imagen 4 Ultra et Nano Banana original (adhésion au prompt, intention, créativité). Gestion exceptionnelle du texte et de la typographie. Comprend articles/vidéos pour générer des infographies détaillées et précises. Connecté à Google Search pour intégrer des données en temps réel (ex: météo). Consistance des personnages, transfert de style, manipulation de scènes (éclairage, angle). Génération d'images jusqu'à 4K avec divers ratios d'aspect. Plus coûteux que Nano Banana, à choisir pour la complexité et la qualité maximale. Vers des UIs conversationnelles riches et dynamiques GenUI SDK pour Flutter: créer des interfaces utilisateur dynamiques et personnalisées à partir de LLMs, via un agent AI et le protocole A2UI. Generative UI: les modèles d'IA génèrent des expériences utilisateur interactives (pages web, outils) directement depuis des prompts. Déploiement dans l'application Gemini et Google Search AI Mode (via Gemini 3 Pro). Bun se fait racheter part… Anthropic ! Qui l'utilise pour son Claude Code https://bun.com/blog/bun-joins-anthropic l'annonce côté Anthropic https://www.anthropic.com/news/anthropic-acquires-bun-as-claude-code-reaches-usd1b-milestone Acquisition officielle : L'entreprise d'IA Anthropic a fait l'acquisition de Bun, le runtime JavaScript haute performance. L'équipe de Bun rejoint Anthropic pour travailler sur l'infrastructure des produits de codage par IA. Contexte de l'acquisition : Cette annonce coïncide avec une étape majeure pour Anthropic : son produit Claude Code a atteint 1 milliard de dollars de revenus annualisés seulement six mois après son lancement. Bun est déjà un outil essentiel utilisé par Anthropic pour développer et distribuer Claude Code. Pourquoi cette acquisition ? Pour Anthropic : L'acquisition permet d'intégrer l'expertise de l'équipe Bun pour accélérer le développement de Claude Code et de ses futurs outils pour les développeurs. La vitesse et l'efficacité de Bun sont vues comme un atout majeur pour l'infrastructure sous-jacente des agents d'IA qui écrivent du code. Pour Bun : Rejoindre Anthropic offre une stabilité à long terme et des ressources financières importantes, assurant la pérennité du projet. Cela permet à l'équipe de se concentrer sur l'amélioration de Bun sans se soucier de la monétisation, tout en étant au cœur de l'évolution de l'IA dans le développement logiciel. Ce qui ne change pas pour la communauté Bun : Bun restera open-source avec une licence MIT. Le développement continuera d'être public sur GitHub. L'équipe principale continue de travailler sur le projet. L'objectif de Bun de devenir un remplaçant plus rapide de Node.js et un outil de premier plan pour JavaScript reste inchangé. Vision future : L'union des deux entités vise à faire de Bun la meilleure plateforme pour construire et exécuter des logiciels pilotés par l'IA. Jarred Sumner, le créateur de Bun, dirigera l'équipe "Code Execution" chez Anthropic. Anthropic donne le protocol MCP à la Linux Foundation sous l'égide de la Agentic AI Foundation (AAIF) https://www.anthropic.com/news/donating-the-model-context-protocol-and-establishing-of-the-agentic-ai-foundation Don d'un nouveau standard technique : Anthropic a développé et fait don d'un nouveau standard open-source appelé Model Context Protocol (MCP). L'objectif est de standardiser la manière dont les modèles d'IA (ou "agents") interagissent avec des outils et des API externes (par exemple, un calendrier, une messagerie, une base de données). Sécurité et contrôle accrus : Le protocole MCP vise à rendre l'utilisation d'outils par les IA plus sûre et plus transparente. Il permet aux utilisateurs et aux développeurs de définir des permissions claires, de demander des confirmations pour certaines actions et de mieux comprendre comment un modèle a utilisé un outil. Création de l'Agentic AI Foundation (AAF) : Pour superviser le développement du MCP, une nouvelle fondation indépendante et à but non lucratif a été créée. Cette fondation sera chargée de gouverner et de maintenir le protocole, garantissant qu'il reste ouvert et qu'il ne soit pas contrôlé par une seule entreprise. Une large coalition industrielle : L'Agentic AI Foundation est lancée avec le soutien de plusieurs acteurs majeurs de la technologie. Parmi les membres fondateurs figurent Anthropic, Google, Databricks, Zscaler, et d'autres entreprises, montrant une volonté commune d'établir un standard pour l'écosystème de l'IA. L'IA ne remplacera pas votre auto-complétion (et c'est tant mieux) https://www.damyr.fr/posts/ia-ne-remplacera-pas-vos-lsp/ Article d'opinion d'un SRE (Thomas du podcast DansLaTech): L'IA n'est pas efficace pour la complétion de code : L'auteur soutient que l'utilisation de l'IA pour la complétion de code basique est inefficace. Des outils plus anciens et spécialisés comme les LSP (Language Server Protocol) combinés aux snippets (morceaux de code réutilisables) sont bien plus rapides, personnalisables et performants pour les tâches répétitives. L'IA comme un "collègue" autonome : L'auteur utilise l'IA (comme Claude) comme un assistant externe à son éditeur de code. Il lui délègue des tâches complexes ou fastidieuses (corriger des bugs, mettre à jour une configuration, faire des reviews de code) qu'il peut exécuter en parallèle, agissant comme un agent autonome. L'IA comme un "canard en caoutchouc" surpuissant : L'IA est extrêmement efficace pour le débogage. Le simple fait de devoir formuler et contextualiser un problème pour l'IA aide souvent à trouver la solution soi-même. Quand ce n'est pas le cas, l'IA identifie très rapidement les erreurs "bêtes" qui peuvent faire perdre beaucoup de temps. Un outil pour accélérer les POCs et l'apprentissage : L'IA permet de créer des "preuves de concept" (POC) et des scripts d'automatisation jetables très rapidement, réduisant le coût et le temps investis. Elle est également un excellent outil pour apprendre et approfondir des sujets, notamment avec des outils comme NotebookLM de Google qui peuvent générer des résumés, des quiz ou des fiches de révision à partir de sources. Conclusion : Il faut utiliser l'IA là où elle excelle et ne pas la forcer dans des usages où des outils existants sont meilleurs. Plutôt que de l'intégrer partout de manière contre-productive, il faut l'adopter comme un outil spécialisé pour des tâches précises afin de gagner en efficacité. GPT 5.2 est sorti https://openai.com/index/introducing-gpt-5-2/ Nouveau modèle phare: GPT‑5.2 (Instant, Thinking, Pro) vise le travail professionnel et les agents long-courriers, avec de gros gains en raisonnement, long contexte, vision et appel d'outils. Déploiement dans ChatGPT (plans payants) et disponible dès maintenant via l'API . SOTA sur de nombreux benchmarks: GDPval (tâches de "knowledge work" sur 44 métiers): GPT‑5.2 Thinking gagne/égale 70,9% vs pros, avec production >11× plus rapide et = 0) Ils apportent une sémantique forte indépendamment des noms de variables Les Value Objects sont immuables et s'évaluent sur leurs valeurs, pas leur identité Les records Java permettent de créer des Value Objects mais avec un surcoût en mémoire Le projet Valhalla introduira les value based classes pour optimiser ces structures Les identifiants fortement typés évitent de confondre différents IDs de type Long ou UUID Pattern Strongly Typed IDs: utiliser PersonneID au lieu de Long pour identifier une personne Le modèle de domaine riche s'oppose au modèle de domaine anémique Les Value Objects auto-documentent le code et le rendent moins sujet aux erreurs Je trouve cela interessant ce que pourra faire bousculer les Value Objects. Est-ce que les value objects ameneront de la légerté dans l'execution Eviter la lourdeur du design est toujours ce qui m'a fait peut dans ces approches Méthodologies Retour d'experience de vibe coder une appli week end avec co-pilot http://blog.sunix.org/articles/howto/2025/11/14/building-gift-card-app-with-github-copilot.html on a deja parlé des approches de vibe coding cette fois c'est l'experience de Sun Et un des points differents c'es qu'on lui parle en ouvrant des tickets et donc on eput faire re reveues de code et copilot y bosse et il a fini son projet ! User Need VS Product Need https://blog.ippon.fr/2025/11/10/user-need-vs-product-need/ un article de nos amis de chez Ippon Distinction entre besoin utilisateur et besoin produit dans le développement digital Le besoin utilisateur est souvent exprimé comme une solution concrète plutôt que le problème réel Le besoin produit émerge après analyse approfondie combinant observation, données et vision stratégique Exemple du livreur Marc qui demande un vélo plus léger alors que son vrai problème est l'efficacité logistique La méthode des 5 Pourquoi permet de remonter à la racine des problèmes Les besoins proviennent de trois sources: utilisateurs finaux, parties prenantes business et contraintes techniques Un vrai besoin crée de la valeur à la fois pour le client et l'entreprise Le Product Owner doit traduire les demandes en problèmes réels avant de concevoir des solutions Risque de construire des solutions techniquement élégantes mais qui manquent leur cible Le rôle du product management est de concilier des besoins parfois contradictoires en priorisant la valeur Est ce qu'un EM doit coder ? https://www.modernleader.is/p/should-ems-write-code Pas de réponse unique : La question de savoir si un "Engineering Manager" (EM) doit coder n'a pas de réponse universelle. Cela dépend fortement du contexte de l'entreprise, de la maturité de l'équipe et de la personnalité du manager. Les risques de coder : Pour un EM, écrire du code peut devenir une échappatoire pour éviter les aspects plus difficiles du management. Cela peut aussi le transformer en goulot d'étranglement pour l'équipe et nuire à l'autonomie de ses membres s'il prend trop de place. Les avantages quand c'est bien fait : Coder sur des tâches non essentielles (amélioration d'outils, prototypage, etc.) peut aider l'EM à rester pertinent techniquement, à garder le contact avec la réalité de l'équipe et à débloquer des situations sans prendre le lead sur les projets. Le principe directeur : La règle d'or est de rester en dehors du chemin critique. Le code écrit par un EM doit servir à créer de l'espace pour son équipe, et non à en prendre. La vraie question à se poser : Plutôt que "dois-je coder ?", un EM devrait se demander : "De quoi mon équipe a-t-elle besoin de ma part maintenant, et est-ce que coder va dans ce sens ou est-ce un obstacle ?" Sécurité React2Shell — Grosse faille de sécurité avec React et Next.js, avec un CVE de niveau 10 https://x.com/rauchg/status/1997362942929440937?s=20 aussi https://react2shell.com/ "React2Shell" est le nom donné à une vulnérabilité de sécurité de criticité maximale (score 10.0/10.0), identifiée par le code CVE-2025-55182. Systèmes Affectés : La faille concerne les applications utilisant les "React Server Components" (RSC) côté serveur, et plus particulièrement les versions non patchées du framework Next.js. Risque Principal : Le risque est le plus élevé possible : l'exécution de code à distance (RCE). Un attaquant peut envoyer une requête malveillante pour exécuter n'importe quelle commande sur le serveur, lui en donnant potentiellement le contrôle total. Cause Technique : La vulnérabilité se situe dans le protocole "React Flight" (utilisé pour la communication client-serveur). Elle est due à une omission de vérifications de sécurité fondamentales (hasOwnProperty), permettant à une entrée utilisateur malveillante de tromper le serveur. Mécanisme de l'Exploit : L'attaque consiste à envoyer une charge utile (payload) qui exploite la nature dynamique de JavaScript pour : Faire passer un objet malveillant pour un objet interne de React. Forcer React à traiter cet objet comme une opération asynchrone (Promise). Finalement, accéder au constructeur de la classe Function de JavaScript pour exécuter du code arbitraire. Action Impérative : La seule solution fiable est de mettre à jour immédiatement les dépendances de React et Next.js vers les versions corrigées. Ne pas attendre. Mesures Secondaires : Bien que les pare-feux (firewalls) puissent aider à bloquer les formes connues de l'attaque, ils sont considérés comme insuffisants et ne remplacent en aucun cas la mise à jour des paquets. Découverte : La faille a été découverte par le chercheur en sécurité Lachlan Davidson, qui l'a divulguée de manière responsable pour permettre la création de correctifs. Loi, société et organisation Google autorise votre employeur à lire tous vos SMS professionnels https://www.generation-nt.com/actualites/google-android-rcs-messages-surveillance-employeur-2067012 Nouvelle fonctionnalité de surveillance : Google a déployé une fonctionnalité appelée "Android RCS Archival" qui permet aux employeurs d'intercepter, lire et archiver tous les messages RCS (et SMS) envoyés depuis les téléphones professionnels Android gérés par l'entreprise. Contournement du chiffrement : Bien que les messages RCS soient chiffrés de bout en bout pendant leur transit, cette nouvelle API permet à des logiciels de conformité (installés par l'employeur) d'accéder aux messages une fois qu'ils sont déchiffrés sur l'appareil. Le chiffrement devient donc inefficace contre cette surveillance. Réponse à une exigence légale : Cette mesure a été mise en place pour répondre aux exigences réglementaires, notamment dans le secteur financier, où les entreprises ont l'obligation légale de conserver une archive de toutes les communications professionnelles pour des raisons de conformité. Impact pour les employés : Un employé utilisant un téléphone Android fourni et géré par son entreprise pourra voir ses communications surveillées. Google précise cependant qu'une notification claire et visible informera l'utilisateur lorsque la fonction d'archivage est active. Téléphones personnels non concernés : Cette mesure ne s'applique qu'aux appareils "Android Enterprise" entièrement gérés par un employeur. Les téléphones personnels des employés ne sont pas affectés. Pour noel, faites un don à JUnit https://steady.page/en/junit/about JUnit est essentiel pour Java : C'est le framework de test le plus ancien et le plus utilisé par les développeurs Java. Son objectif est de fournir une base solide et à jour pour tous les types de tests côté développeur sur la JVM (Machine Virtuelle Java). Un projet maintenu par des bénévoles : JUnit est développé et maintenu par une équipe de volontaires passionnés sur leur temps libre (week-ends, soirées). Appel au soutien financier : La page est un appel aux dons de la part des utilisateurs (développeurs, entreprises) pour aider l'équipe à maintenir le rythme de développement. Le soutien financier n'est pas obligatoire, mais il permettrait aux mainteneurs de se consacrer davantage au projet. Objectif des fonds : Les dons serviraient principalement à financer des rencontres en personne pour les membres de l'équipe principale. L'idée est de leur permettre de travailler ensemble physiquement pendant quelques jours pour concevoir et coder plus efficacement. Pas de traitement de faveur : Il est clairement indiqué que devenir un sponsor ne donne aucun privilège sur la feuille de route du projet. On ne peut pas "acheter" de nouvelles fonctionnalités ou des corrections de bugs prioritaires. Le projet restera ouvert et collaboratif sur GitHub. Reconnaissance des donateurs : En guise de remerciement, les noms (et logos pour les entreprises) des donateurs peuvent être affichés sur le site officiel de JUnit. Conférences La liste des conférences provenant de Developers Conferences Agenda/List par Aurélie Vache et contributeurs : 14-17 janvier 2026 : SnowCamp 2026 - Grenoble (France) 22 janvier 2026 : DevCon #26 : sécurité / post-quantique / hacking - Paris (France) 28 janvier 2026 : Software Heritage Symposium - Paris (France) 29-31 janvier 2026 : Epitech Summit 2026 - Paris - Paris (France) 2-5 février 2026 : Epitech Summit 2026 - Moulins - Moulins (France) 2-6 février 2026 : Web Days Convention - Aix-en-Provence (France) 3 février 2026 : Cloud Native Days France 2026 - Paris (France) 3-4 février 2026 : Epitech Summit 2026 - Lille - Lille (France) 3-4 février 2026 : Epitech Summit 2026 - Mulhouse - Mulhouse (France) 3-4 février 2026 : Epitech Summit 2026 - Nancy - Nancy (France) 3-4 février 2026 : Epitech Summit 2026 - Nantes - Nantes (France) 3-4 février 2026 : Epitech Summit 2026 - Marseille - Marseille (France) 3-4 février 2026 : Epitech Summit 2026 - Rennes - Rennes (France) 3-4 février 2026 : Epitech Summit 2026 - Montpellier - Montpellier (France) 3-4 février 2026 : Epitech Summit 2026 - Strasbourg - Strasbourg (France) 3-4 février 2026 : Epitech Summit 2026 - Toulouse - Toulouse (France) 4-5 février 2026 : Epitech Summit 2026 - Bordeaux - Bordeaux (France) 4-5 février 2026 : Epitech Summit 2026 - Lyon - Lyon (France) 4-6 février 2026 : Epitech Summit 2026 - Nice - Nice (France) 12-13 février 2026 : Touraine Tech #26 - Tours (France) 19 février 2026 : ObservabilityCON on the Road - Paris (France) 18-19 mars 2026 : Agile Niort 2026 - Niort (France) 26-27 mars 2026 : SymfonyLive Paris 2026 - Paris (France) 27-29 mars 2026 : Shift - Nantes (France) 31 mars 2026 : ParisTestConf - Paris (France) 16-17 avril 2026 : MiXiT 2026 - Lyon (France) 22-24 avril 2026 : Devoxx France 2026 - Paris (France) 23-25 avril 2026 : Devoxx Greece - Athens (Greece) 6-7 mai 2026 : Devoxx UK 2026 - London (UK) 22 mai 2026 : AFUP Day 2026 Lille - Lille (France) 22 mai 2026 : AFUP Day 2026 Paris - Paris (France) 22 mai 2026 : AFUP Day 2026 Bordeaux - Bordeaux (France) 22 mai 2026 : AFUP Day 2026 Lyon - Lyon (France) 5 juin 2026 : TechReady - Nantes (France) 11-12 juin 2026 : DevQuest Niort - Niort (France) 11-12 juin 2026 : DevLille 2026 - Lille (France) 17-19 juin 2026 : Devoxx Poland - Krakow (Poland) 2-3 juillet 2026 : Sunny Tech - Montpellier (France) 2 août 2026 : 4th Tech Summit on Artificial Intelligence & Robotics - Paris (France) 4 septembre 2026 : JUG Summer Camp 2026 - La Rochelle (France) 17-18 septembre 2026 : API Platform Conference 2026 - Lille (France) 5-9 octobre 2026 : Devoxx Belgium - Antwerp (Belgium) Nous contacter Pour réagir à cet épisode, venez discuter sur le groupe Google https://groups.google.com/group/lescastcodeurs Contactez-nous via X/twitter https://twitter.com/lescastcodeurs ou Bluesky https://bsky.app/profile/lescastcodeurs.com Faire un crowdcast ou une crowdquestion Soutenez Les Cast Codeurs sur Patreon https://www.patreon.com/LesCastCodeurs Tous les épisodes et toutes les infos sur https://lescastcodeurs.com/

KuppingerCole Analysts
Mastering WAAP with Qrator Labs: Defending Against Bots, Attacks & DDoS

KuppingerCole Analysts

Play Episode Listen Later Dec 4, 2025 16:07


Web application threats are evolving — and modern WAAP solutions must do far more than traditional WAFs ever could. In this video, Osman Celik speaks again with Andrey Leskin from QRator Labs to explore the capabilities organizations need to protect their web applications, APIs, and users from today’s most advanced threats. You’ll learn: ✅ The three core threat vectors: DDoS attacks, web application attacks, and malicious bots✅ Why traditional WAFs are no longer enough to protect modern applications✅ How WAAP solutions combine WAF, bot mitigation, API protection, and DDoS defense✅ How attackers use low-and-slow techniques, scraping, and AI-driven bots to mimic real users✅ Why half of all internet traffic is bots — and how to distinguish good bots from malicious ones✅ How QRator Labs unifies Anti-DDoS, WAF, and Anti-Bot into a single platform and single point of truth

The Unashamed Alcoholic
Conversation with comedian Wafik Nasralla

The Unashamed Alcoholic

Play Episode Listen Later Dec 2, 2025 38:24


Today's Unashamed Alcoholic conversation is with Ottawa-based stand-up comedian, Wafik Nasralla.I heard Waf discuss his sobriety during a set and wanted to chat with him about his attitude towards sobriety, his decision to discuss it publicly and what has changed with his routine since getting sober.I hope you enjoy my conversation with Waf.Support the show

La libre antenne
La libre antenne du 20/11/2025

La libre antenne

Play Episode Listen Later Nov 21, 2025 126:03


Les auditeurs de la Libre antenne de Roland Perez du jeudi 20 novembre 2025 : NATHALIE : 22h33/23h23Après le vol de son chien, Nathalie a créé WAF, une association pour changer les loiswww.association-waf.com BRIGITTE : 23h28/00h00Brigitte est en conflit avec le déménageur désastreux avec qui elle a eu à faire.  BOLCHOÏ : 00h05/01h00L'ex pervers narcissique de Bolchoï a la garde de leurs enfants.Hébergé par Audiomeans. Visitez audiomeans.fr/politique-de-confidentialite pour plus d'informations.

La libre antenne
La libre antenne - Après le vol de son chien, Nathalie a créé «WAF», une association pour changer les lois

La libre antenne

Play Episode Listen Later Nov 21, 2025 38:42


Auditeurs :NATHALIE : 22h33/23h23Après le vol de son chien, Nathalie a créé WAF, une association pour changer les lois.www.association-waf.com BRIGITTE : 23h28/00h00Brigitte est en conflit avec le déménageur désastreux avec qui elle a eu affaire. BOLCHOÏ : 00h05/01h00L'ex pervers narcissique de Bolchoï a la garde de leurs enfants.Hébergé par Audiomeans. Visitez audiomeans.fr/politique-de-confidentialite pour plus d'informations.

La libre antenne
La libre antenne - Brigitte est en conflit avec le déménageur désastreux avec qui elle a eu affaire

La libre antenne

Play Episode Listen Later Nov 21, 2025 30:48


Auditeurs :NATHALIE : 22h33/23h23Après le vol de son chien, Nathalie a créé WAF, une association pour changer les lois.www.association-waf.com BRIGITTE : 23h28/00h00Brigitte est en conflit avec le déménageur désastreux avec qui elle a eu affaire. BOLCHOÏ : 00h05/01h00L'ex pervers narcissique de Bolchoï a la garde de leurs enfants.Hébergé par Audiomeans. Visitez audiomeans.fr/politique-de-confidentialite pour plus d'informations.

La libre antenne
La libre antenne - L'ex pervers narcissique de Bolchoï a la garde de leurs enfants

La libre antenne

Play Episode Listen Later Nov 21, 2025 54:05


Auditeurs :NATHALIE : 22h33/23h23Après le vol de son chien, Nathalie a créé WAF, une association pour changer les lois.www.association-waf.com BRIGITTE : 23h28/00h00Brigitte est en conflit avec le déménageur désastreux avec qui elle a eu affaire. BOLCHOÏ : 00h05/01h00L'ex pervers narcissique de Bolchoï a la garde de leurs enfants.Hébergé par Audiomeans. Visitez audiomeans.fr/politique-de-confidentialite pour plus d'informations.

Security Unfiltered
Top SAP Security Threat Hunting Strategies Used by Elite Researchers

Security Unfiltered

Play Episode Listen Later Oct 14, 2025 52:15 Transcription Available


Send us a textA curiosity-fueled career moves from Atari and BBS days to leading research on a live SAP zero-day, with candid lessons on people skills, breaking into security, and holding the line when pressure spikes. We unpack how a benign SAP endpoint became an RCE chain and what it takes to defend complex systems at scale.• early path from Commodore 64 and BBS to IT and security• contrast between the Wild West era and today's tool-rich learning• help desk as a foundation for people skills and pressure• practical advice for students on coding, protocols, Wireshark• hiring by attitude, approach and aptitude over tool checklists• navigating WAF pushback and risk acceptance with dev teams• Onapsis research labs and SAP's threat landscape• deep-dive on the SAP 31324 Java gadget chain RCE• attacker interest, attribution signals, and factory impact• offensive research versus traditional pen testing• building culture that rewards questions and learningFind us: onapsis.com → Research Labs. Search “Onapsis 2025 31324” for our zero-day article. SAP thanked us in their patch notes. Connect with Paul on LinkedIn to talk SAP security, offensive work, or careers.Support the showFollow the Podcast on Social Media! Tesla Referral Code: https://ts.la/joseph675128 YouTube: https://www.youtube.com/@securityunfilteredpodcast Instagram: https://www.instagram.com/secunfpodcast/Twitter: https://twitter.com/SecUnfPodcast

Ctrl+Alt+Azure
311 - The three must-have alert types for your Azure tenant

Ctrl+Alt+Azure

Play Episode Listen Later Oct 8, 2025 31:20


Today, we go through the three recommended and must-have alerts you should configure in all of your Azure tenants. We touch upon FinOps, security, a bit of WAF and CAF, and find out if we're using these recommendations ourselves.(00:00) - Intro and catching up.(03:20) - Show content starts.Show links- Azure Quota Alerts (Preview): Still overlooked, but incredibly useful | Microsoft Community HubFeedback - Give us feedback!

Value Investing FM
389. Consultorio Bursátil - Septiembre 2025

Value Investing FM

Play Episode Listen Later Sep 28, 2025 71:20


Consultorio bursátil de septiembre de 2025 en el que Adrián Godás y Paco Lodeiro respondemos a las preguntas de los oyentes. Las preguntas generales de este mes son sobre vender acciones para comprar casa, el préstamo de valores en DeGiro, vender acciones y rotar la cartera, emprendimiento y salud, invertir en tokenized stocks y sobre cómo aprender a invertir en commodities agrícolas. Y las dudas sobre empresas y sectores son sobre sectores en Polonia con potencial, District Metals, WAF, Metal X y Evolution, Fireweed Metals, TinyBuild, ShaMaran Petroleum y Sanu Gold, Accenture y sobre Constellation Software. Patrocinador del programa Paleobull, con código de descuento para los oyentes.

The Pakistan Experience
Womens Action Forum walked so Aurat March could run. You cannot write the history of feminist resistance in Pakistan without WAF! All of them are heroes of Pakistan <3

The Pakistan Experience

Play Episode Listen Later Sep 21, 2025 1:11


Womens Action Forum walked so Aurat March could run. You cannot write the history of feminist resistance in Pakistan without WAF!All of them are heroes of Pakistan

Algorütm | Geenius.ee
18.09 Algorütm: IDS, IPS ja WAF - kuidas ja kuna neid turvalisuse tõstmiseks kasutada?

Algorütm | Geenius.ee

Play Episode Listen Later Sep 18, 2025 61:04


Tänases episoodis on külas Telia juhtiv võrgu- ja infrastruktuuri arhitekt Tarko Tikan, kellega arutame võrkude turvalisuse teemal. Räägime, mis on akronüümide IDS, IPS ja WAF taga, meepottidest, aga ka sellest, miks lihtsad lahendused nagu geoblocking või port knocking võivad mõnikord olla kõige praktilisemad. Priit ja Erik jagavad oma kogemusi koduvõrkude nähtavaks tegemisest ning Tarko annab otsekoheseid soovitusi, kuidas vältida tüüpilisi vigu.-----Jaga meile enda jaoks olulisimat mõtet episoodist meie Discord kanalis: https://discord.gg/8X5JTkDxccEpisoodi veavad Priit Liivak ja Erik JõgiAlgorütmi toetavad Patchstack https://patchstack.comNortal https://nortal.com/Veriff https://www.veriff.com/

Paul's Security Weekly
Diella, Texas, Movie Rip Offs, WAF, AdaptixC2, Nano11, and More... - SWN #511

Paul's Security Weekly

Play Episode Listen Later Sep 12, 2025 33:44


Diella, Texas, Movie Rip Offs, WAF, AdaptixC2, Nano11, and More, on this edition of the Security Weekly News. Visit https://www.securityweekly.com/swn for all the latest episodes! Show Notes: https://securityweekly.com/swn-511

Paul's Security Weekly TV
Diella, Texas, Movie Rip Offs, WAF, AdaptixC2, Nano11, and More... - SWN #511

Paul's Security Weekly TV

Play Episode Listen Later Sep 12, 2025 33:44


Diella, Texas, Movie Rip Offs, WAF, AdaptixC2, Nano11, and More, on this edition of the Security Weekly News. Show Notes: https://securityweekly.com/swn-511

Hack Naked News (Audio)
Diella, Texas, Movie Rip Offs, WAF, AdaptixC2, Nano11, and More... - SWN #511

Hack Naked News (Audio)

Play Episode Listen Later Sep 12, 2025 33:44


Diella, Texas, Movie Rip Offs, WAF, AdaptixC2, Nano11, and More, on this edition of the Security Weekly News. Visit https://www.securityweekly.com/swn for all the latest episodes! Show Notes: https://securityweekly.com/swn-511

Hack Naked News (Video)
Diella, Texas, Movie Rip Offs, WAF, AdaptixC2, Nano11, and More... - SWN #511

Hack Naked News (Video)

Play Episode Listen Later Sep 12, 2025 33:44


Diella, Texas, Movie Rip Offs, WAF, AdaptixC2, Nano11, and More, on this edition of the Security Weekly News. Show Notes: https://securityweekly.com/swn-511

KuppingerCole Analysts
Mastering DDoS Defense with Qrator Labs: Evolving Threats & Mitigation Strategies

KuppingerCole Analysts

Play Episode Listen Later Sep 5, 2025 22:22


DDoS attacks are evolving and becoming more dangerous than ever. In this video, Osman Celik speaks with Andrey Leskin from QRator Labs about the current DDoS attack landscape and how organizations can defend themselves. You’ll learn: What DDoS attacks are and how they work across layers 3, 4, and 7 Why Layer 7 (application-layer) attacks are the fastest-growing and hardest to detect How attackers are building massive botnets (millions of compromised devices) Real-world DDoS incidents hitting FinTech, e-commerce, and media sectors The differences between scrubbing capacity and PoP proximity in mitigation How QRator Labs approaches DDoS protection with scrubbing, anti-bot, and WAF solutions With Layer 7 attacks rising by 74% year-over-year and record-breaking volumetric attacks now lasting weeks, no industry can afford to ignore this threat. Watch now to understand how to protect your business from DDoS, botnets, and evolving cyber threats.

Mining Stock Daily
Morning Briefing: West African Resources Halted in Face of Stake Acquisition by Burkina Government

Mining Stock Daily

Play Episode Listen Later Aug 28, 2025 9:25


WAF has been halted as it is being reported the Burkino Faso government wants to take a 35% stake in its subsidiary. Equinox Gold has begun processing ore at Valentine. Magna Mining and Koryx Copper publish new drill results. Cartier Resources and Kingfisher Metals share an exploration update from their projects. This episode of Mining Stock Daily is brought to you by... Revival Gold is one of the largest pure gold mine developer operating in the United States. The Company is advancing the Mercur Gold Project in Utah and mine permitting preparations and ongoing exploration at the Beartrack-Arnett Gold Project located in Idaho. Revival Gold is listed on the TSX Venture Exchange under the ticker symbol “RVG” and trades on the OTCQX Market under the ticker symbol “RVLGF”. Learn more about the company at ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠revival-dash-gold.com⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Vizsla Silver is focused on becoming one of the world's largest single-asset silver producers through the exploration and development of the 100% owned Panuco-Copala silver-gold district in Sinaloa, Mexico. The company consolidated this historic district in 2019 and has now completed over 325,000 meters of drilling. The company has the world's largest, undeveloped high-grade silver resource. Learn more at⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠https://vizslasilvercorp.com/⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Equinox has recently completed the business combination with Calibre Mining to create an Americas-focused diversified gold producer with a portfolio of mines in five countries, anchored by two high-profile, long-life Canadian gold mines, Greenstone and Valentine. Learn more about the business and its operations at ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠equinoxgold.com⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Integra is a growing precious metals producer in the Great Basin of the Western United States. Integra is focused on demonstrating profitability and operational excellence at its principal operating asset, the Florida Canyon Mine, located in Nevada. In addition, Integra is committed to advancing its flagship development-stage heap leach projects: the past producing DeLamar Project located in southwestern Idaho, and the Nevada North Project located in western Nevada. Learn more about the business and their high industry standards over at integraresources.com

Critical Thinking - Bug Bounty Podcast
Episode 135: Akamai's Ryan Barnett on WAFs, Unicode Confusables, and Triage Stories

Critical Thinking - Bug Bounty Podcast

Play Episode Listen Later Aug 14, 2025 86:21


Episode 135: In this episode of Critical Thinking - Bug Bounty Podcast Justin sits down with Ryan Barnett for a deep dive on WAFs. We also recap his Exploiting Unicode Normalization talk from DEFCON, and get his perspective on bug hunting from his time at Akamai. Follow us on twitter at: https://x.com/ctbbpodcastGot any ideas and suggestions? Feel free to send us any feedback here: info@criticalthinkingpodcast.ioShoutout to YTCracker for the awesome intro music!====== Links ======Follow your hosts Rhynorater and Rez0 on Twitter: https://x.com/Rhynoraterhttps://x.com/rez0__====== Ways to Support CTBBPodcast ======Hop on the CTBB Discord at https://ctbb.show/discord!We also do Discord subs at $25, $10, and $5 - premium subscribers get access to private masterclasses, exploits, tools, scripts, un-redacted bug reports, etc.You can also find some hacker swag at https://ctbb.show/merch!Today's Sponsor - ThreatLocker. Checkout ThreatLocker Detect! https://www.criticalthinkingpodcast.io/tl-detectToday's Guest: https://x.com/ryancbarnett====== Resources ======Accidental Stored XSS Flaw in Zemanta 'Related Posts' Plugin for TypePadhttps://webappdefender.blogspot.com/2013/04/accidental-stored-xss-flaw-in-zemanta.htmlXSS Street-Fighthttps://media.blackhat.com/bh-dc-11/Barnett/BlackHat_DC_2011_Barnett_XSS%20Streetfight-Slides.pdfBlackhat USA 2025 - Lost in Translation: Exploiting Unicode Normalizationhttps://www.blackhat.com/us-25/briefings/schedule/#lost-in-translation-exploiting-unicode-normalization-44923====== Timestamps ======(00:00:00) Introduction(00:02:49) Accidental Stored XSS in Typepad Plugin (00:06:34) Chatscatter & Abusing third party Analytics(00:11:42) Ryan Barnett Introduction(00:21:11) Virtual Patching & WAF Challenges(00:40:39) AWS API Gateways & Whitelisting Bug Hunter Traffic(00:49:59) Lost in Translation: Exploiting Unicode Normalization(01:11:29) CSPs at the WAF level & 'Bounties for Bypass'

The Azure Security Podcast
Episode 116: Microsoft Sentinel Data Lake

The Azure Security Podcast

Play Episode Listen Later Jul 31, 2025 40:03 Transcription Available


In this episode Michael, Sarah and Mark talk to Mark Kendrick about Microsoft Sentinel Data Lake. We also cover news about The Open Group - Roles and Glossary standards, Security Adoption Module 5 - Data Security, Microsoft Azure Cloud HSM, WAF and Containers, PostgreSQL and PowerBI, Azure Managed Lustre, and more. Also, Sarah mentions some Developer Security YouTube videos coming out from MS Build!https://aka.ms/azsecpod

Telecom Reseller
NETSCOUT Enhances Adaptive Threat Response for Telcos, Podcast

Telecom Reseller

Play Episode Listen Later Jul 24, 2025


“Detection is not the end—it's just the beginning.” — Jerry Mancini, NETSCOUT In this episode of Technology Reseller News, Publisher Doug Green speaks with Jerry Mancini of NETSCOUT about the company's latest advancements in automated threat detection and response—with a particular focus on why telecommunications networks are uniquely vulnerable and high-value targets. NETSCOUT, long known for its deep packet inspection and network performance management, is expanding the capabilities of its adaptive threat analytics—a platform designed not only to detect threats but also to assemble and contextualize them using network-level intelligence. Beyond Detection: Seeing the Full Picture While most cybersecurity tools focus on isolated detections—EDR, firewall logs, and suspicious indicators—NETSCOUT's approach centers on reconstructing the complete threat narrative across the enterprise. By capturing packet data continuously and using workflows to connect disparate detections, NETSCOUT enables investigators to: Understand the root cause and lateral movement Detect activity before and after a flagged incident Integrate signals from multiple sources (EDR, NDR, WAF, and more) Investigate threats in real time and retrospectively Why Telcos Are at Greater Risk Mancini highlights the unique role of telco infrastructure in global data movement, making them prime targets for cyber espionage and traffic manipulation. Attackers, such as the Salt Typhoon group, have used compromised routers and peering points to reroute and eavesdrop on massive data flows—impacting not just carriers but their customers across the internet. Best Practices for Threat Hunters NETSCOUT supports both bottom-up investigations (starting with a detected incident) and top-down threat hunts (searching for indicators tied to known campaigns). The platform's ability to store and search packet-level data gives teams visibility that goes far beyond typical log-based detection tools. Mancini's key advice: “You need more than alerts—you need the data to trace back, understand what happened, and act before it's too late.” Where to Learn More Visit netscout.com to explore solutions in: Network Performance Management DDoS Detection & Mitigation Adaptive Threat Analytics NETSCOUT supports both enterprise and service provider environments and is available to assist with immediate and long-term threat management strategies.

Gestalt IT Rundown
AWS re:Inforce 2025 Highlights Security, Identity, and Automation | Tech Field Day News Rundown: June 25, 2025

Gestalt IT Rundown

Play Episode Listen Later Jun 25, 2025 42:53


At AWS re:Inforce 2025, AWS introduced key security upgrades, including expanded identity tools, enhanced code and threat detection with Inspector and GuardDuty, and easier deployment through improved WAF and firewall features. New CISO Amy Herzog emphasized identity security, while AWS reinforced its focus on automation, secure development, and ecosystem collaboration.Time Stamps: 0:00 - Cold Open0:24 - Welcome to the Tech Field Day News Rundown1:36 - Simbian Launches First LLM Benchmark for SOC Performance6:33 - Record-Breaking 7.3Tbps DDoS Attack Hits Cloudflare Client11:56 - Qualcomm Acquires Alphawave15:51 - QuantumCTek Unveils Affordable 1,000+ Qubit Control System21:12 - Teradata Brings AI Platform to On-Premises Data Centers26:08 - Chinese Hackers Build Hidden Network Using Fake LAPD Certificates30:01 - AWS re:Inforce 2025 Highlights Security, Identity, and Automation38:55 - The Weeks Ahead42:08 - Thanks for Watching the Tech Field Day News RundownFollow our hosts ⁠⁠⁠⁠⁠⁠⁠Tom Hollingsworth⁠⁠⁠⁠⁠⁠⁠, ⁠⁠⁠⁠⁠⁠⁠Alastair Cooke⁠⁠⁠⁠⁠⁠⁠, and ⁠⁠⁠⁠⁠⁠⁠Stephen Foskett⁠⁠⁠⁠⁠⁠⁠. Follow Tech Field Day ⁠⁠⁠⁠⁠⁠⁠on LinkedIn⁠⁠⁠⁠⁠⁠⁠, on ⁠⁠⁠⁠⁠⁠⁠X/Twitter⁠⁠⁠⁠⁠⁠⁠, on ⁠⁠⁠⁠⁠⁠⁠Bluesky⁠⁠⁠⁠⁠⁠⁠, and on ⁠⁠⁠⁠⁠⁠⁠Mastodon⁠⁠⁠⁠⁠⁠⁠.

Global Oil Markets
Atlantic gasoline heats up amid refinery shifts and US demand

Global Oil Markets

Play Episode Listen Later Jun 5, 2025 12:22


The Memorial Day weekend in the US is often considered the kickoff to the summer driving season, a period of heightened gasoline demand where families take vacations and refiners profit on healthier margins. But how is the European supply and demand balance coping with changes in the global refining picture, as some European refineries shut down while production ramps up in Africa and further afield? Senior crude specialist Joey Daly speaks with European gasoline and WAF products specialist Matthew Tracey-Cook to discuss the current market dynamics in the Atlantic Basin and how they are affecting the European gasoline market.  The Refining Scenario Manager (RSM) allows for scenario modeling of any refinery globally, to optimize trading and operational decision-making.  Links: Platts Premium 10ppm FOB Rotterdam barges PGABM00 Platts Premium 10ppm FOB Mediterranean cargoes AAWZA00Platts Gasoline STS Lome ABNWG00 Gasoline exports to West Africa fall to 2-month low amid well supplied market (subscriber content)

Cyber Security Headlines
Radware clarifies patch, retailer data stolen, Alabama suffers cyberattack

Cyber Security Headlines

Play Episode Listen Later May 14, 2025 8:49


Radware says recently WAF bypasses were patched in 2023 Marks & Spencer confirms data stolen in ransomware attack Alabama suffers cybersecurity event  Huge thanks to our sponsor, Vanta Do you know the status of your compliance controls right now? Like...right now? We know that real-time visibility is critical for security, but when it comes to our GRC programs…we rely on point-in-time checks. But more than 9,000 companies have continuous visibility into their controls with Vanta. Vanta brings automation to evidence collection across over 35 frameworks, like SOC 2 and ISO 27001. They also centralize key workflows like policies, access reviews, and reporting, and helps you get security questionnaires done 5 times faster with AI. Now that's…a new way to GRC. Get started at Vanta.com/headlines. Find the stories behind the headlines at CISOseries.com

Talking Cloud with an emphasis on Cloud Security
67-Talking Cloud Podcast-with Brian McHenry, Head of Cloud Security Engineering at Check Point Software

Talking Cloud with an emphasis on Cloud Security

Play Episode Listen Later Feb 17, 2025 35:28


In this episode, I sit with the Head of Cloud Security Engineering at Check Point Software. Brian McHenry joined Check Point after over a decade and a half at F5 focused on WAF. Brian has been a practitioner, a Sales Engineer, and a Product Manager. Hear why Brian left F5 and joined Check Point and what he started in NY in 2016.

Submarine and A Roach
Episode 222: "Assassination......Modupe!"

Submarine and A Roach

Play Episode Listen Later Feb 5, 2025 96:32


Submaroach Episode 222: Koj's Engaged, Military Tech, and Fixing Nigeria After a weekend of partying Submaroach hosts TMT, Mayowa, and Koj dive into a mix of personal news, political insights, and their usual hilarious takes on life. You don't want to miss this one! Koj is Engaged! Big news—our very own Koj is officially off the market! The boys celebrate the engagement and share some laughs about love, weddings, and everything in between. Show him some love! WAF x Israel Adesanya Collab? TMT imagines how a collaboration between Nigerian skateboard brand WAF and UFC star Israel Adesanya could save Israel's career. Nigerian Military Coups & Tech Issues: TMT draws unexpected connections between Nigeria's military coups in the 80s and today's tech problems—yes, it's as wild as it sounds. Fixing Nigeria: The boys put on their problem-solving hats and discuss (probably impractical) ways to fix Nigeria's many challenges. Expect hot takes and hilarious suggestions. Churches & Money: They dive into the fragile and often controversial relationship between churches and money in Nigeria. Grammy Stuff, Trump Stuff: Some Grammy gossip, some Trump antics—it's all on the table. Koj's Court Marriage: Koj shares his experience getting legally hitched, with plenty of funny stories and insights. Pet Peeves & Bad Habits: From personal annoyances to bad habits they can't seem to shake, the boys let loose on what grinds their gears. Ending on a Nigerian Music High Note: Mayowa is something else. Tune in to Submaroach Episode 222 for laughs, life updates, and some seriously strange conversations. Don't forget to subscribe, rate, and leave a review!

Critical Thinking - Bug Bounty Podcast
Episode 102: Building Web Hacking Micro Agents with Jason Haddix

Critical Thinking - Bug Bounty Podcast

Play Episode Listen Later Dec 19, 2024 62:49


Episode 102: In this episode of Critical Thinking - Bug Bounty Podcast Justin grabs Jason Haddix to help brainstorm the concept of AI micro-agents in hacking, particularly in terms of web fuzzing, WAF bypasses, report writing, and more.They discuss the importance of contextual knowledge, the cost implications, and the strengths of different LLM Models.Follow us on twitter at: @ctbbpodcastWe're new to this podcasting thing, so feel free to send us any feedback here: info@criticalthinkingpodcast.ioShoutout to YTCracker for the awesome intro music!------ Links ------Follow your hosts Rhynorater & Teknogeek on twitter:https://twitter.com/0xteknogeekhttps://twitter.com/rhynorater------ Ways to Support CTBBPodcast ------Hop on the CTBB Discord at https://ctbb.show/discord!We also do Discord subs at $25, $10, and $5 - premium subscribers get access to private masterclasses, exploits, tools, scripts, un-redacted bug reports, etc.Check out our new SWAG store at https://ctbb.show/swag!Today's Guest - https://x.com/JhaddixResourcesKeynote: Red, Blue, and Purple AI - Jason Haddixhttps://www.youtube.com/watch?v=XHeTn7uWVQMAttention in transformers,https://www.youtube.com/watch?v=eMlx5fFNoYcShifthttps://shiftwaitlist.com/The Darkest Side of Bug Bountyhttps://www.youtube.com/watch?v=6SNy0u6pYOcTimestamps(00:00:00) Introduction(00:01:25) Micro-agents and Weird Machine Tricks(00:11:05) Web fuzzing with AI(00:18:15) Brainstorming Shift and micro-agents(00:34:40) Strengths of different AI Models, and using AI to write reports(00:54:21) The Darkest Side of Bug Bounty