Podcasts about splunk's machine learning toolkit

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  • Dec 23, 2019LATEST

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Best podcasts about splunk's machine learning toolkit

Latest podcast episodes about splunk's machine learning toolkit

Splunk [Security, Compliance and Fraud Track] 2019 .conf Videos w/ Slides
Augment Your Security Monitoring Use Cases with Splunk's Machine Learning Toolkit [Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML]

Splunk [Security, Compliance and Fraud Track] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


Do you want to use machine learning to enhance your datacenter security monitoring, but you don’t know where to start? Then this is the talk for you. Come learn how high secure datacenter operations benefit from operationalizing machine learning. With the help of the Splunk's Machine Learning Toolkit, your security analysts can take different approaches to use case creation and gain new insight into what's going on in your environment. We'll detail the challenges, benefits and use cases of using machine learning for datacenter security monitoring, and we'll answer questions such as: Where does it make sense to apply machine learning, and where should we stick with classic searches? Can we detect meaningful anomalies in system behavior? Is it possible to cluster our account activities and find unusual patterns? This is a practical session of security monitoring use cases, deep diving into the ideas, concepts and the SPL behind them. Speaker(s) Oliver Kollenberg, Security Consultant, Siemens Philipp Drieger, Staff Machine Learning Architect , Splunk Slides PDF link - https://conf.splunk.com/files/2019/slides/SEC1374.pdf?podcast=1577146214 Product: Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML Track: Security, Compliance and Fraud Level: Advanced

speaker fraud enterprise compliance siemens slides use cases ai ml splunk augment spl security consultant security monitoring level advanced product splunk enterprise splunk machine learning toolkit track security splunk's machine learning toolkit
Splunk [All Products] 2019 .conf Videos w/ Slides
Advances in Deep Learning with the MLTK Container for TensorFlow 2.0, PyTorch and Jupyter Notebooks [Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML]

Splunk [All Products] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


Deep Learning frameworks like TensorFlow and PyTorch let you extend Splunk's Machine Learning Toolkit with custom algorithms that provide you with an edge for advanced AI and ML use cases in Security, IT Operations, IoT or for any advanced custom analytics. In this talk you learn about the latest evolution to streamline the usage of TensorFlow 2.0 and PyTorch with the MLTK Container extension. Integrated Jupyter Notebooks help data scientist to accelerate their custom model development, deployment and operationalization. The MLTK Container can leverage GPUs for parallel computing and accelerate model training for big complex datasets. This session is suitable for all python-minded data scientists and developers who want to tap into deep learning use cases with Splunk. Speaker(s) Anthony Tellez, Staff Data Scientist, Splunk Philipp Drieger, Staff Machine Learning Architect , Splunk Slides PDF link - https://conf.splunk.com/files/2019/slides/FN1409.pdf?podcast=1577146223 Product: Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML Track: Foundations/Platform Level: Advanced

ai speaker security enterprise iot advances ml container slides deep learning ai ml gpus splunk tensorflow pytorch it operations jupyter notebooks level advanced product splunk enterprise splunk machine learning toolkit track foundations platform splunk's machine learning toolkit
Splunk [AI/ML, Splunk Machine Learning Toolkit] 2019 .conf Videos w/ Slides
Integrating the Analyst, the Logic, and the Machine [Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML]

Splunk [AI/ML, Splunk Machine Learning Toolkit] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


Are your analysts spending too much time clearing through notable events? Ours were too, but today our analysts are living the dream: they have all the details they want right there on the Incident Review screen, all while our alerts fine-tune themselves (with workflow action human input). Come and see how we achieved Incident Review Screen 2.0. by using Splunk's Machine Learning Toolkit to transition to smarter correlation searches. Speaker(s) Lukasz Antoniak, Cyber Detection Crafting Chief, Viasat Ryan Rake, Viasat Slides PDF link - https://conf.splunk.com/files/2019/slides/SEC1673.pdf?podcast=1577146257 Product: Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML Track: Security, Compliance and Fraud Level: Intermediate

speaker data conference videos streaming fraud logic analysts compliance integrating slides ai ml splunk viasat level intermediate splunk enterprise security splunk machine learning toolkit track security product splunk enterprise security splunk's machine learning toolkit
Splunk [AI/ML, Splunk Machine Learning Toolkit] 2019 .conf Videos w/ Slides
Detect and Mitigate Insider Threats Using Splunk's Machine Learning Toolkit and Splunk Enterprise Security [Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML]

Splunk [AI/ML, Splunk Machine Learning Toolkit] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


When is a 20MB email to an external Gmail account dangerous? It all depends on context. Understanding what normal behavior is will reveal whether specific behavior is malicious or ordinary. We’ll walk you through how using Splunk’s Machine Learning Toolkit and Splunk Enterprise Security together provides actionable insight for analysts to improve security. We'll also detail how we caught insider threats in our environment with these tools. Speaker(s) Karthik Subramanian, Principal Senior Cybersecurity Engineer, SAIC Tyler Williams, Cybersecurity Data Analyst, SAIC Slides PDF link - https://conf.splunk.com/files/2019/slides/SEC1305.pdf?podcast=1577146257 Product: Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML Track: Security, Compliance and Fraud Level: Advanced

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Splunk [AI/ML, Splunk Machine Learning Toolkit] 2019 .conf Videos w/ Slides
Defense Against the Dark Arts: Splunk Edition [Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML]

Splunk [AI/ML, Splunk Machine Learning Toolkit] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


Malware infection, lateral movement, data exfiltration, oh my! If you’ve spent any time around the wizarding world of security, you know how much effort goes into preventing dark magic from happening. What if you could use machine learning to stay one step ahead of the adversary? Fasten your seatbelts, because in this talk we will show you how Splunk can utilize machine learning models to take your security detections to the next level. We’ll demonstrate how Splunk's Machine Learning Toolkit can be used to train, validate, and then deploy models to identify anomalies and discover clusters of bad behavior via user-friendly guided workflows—all this while training your models with more data then you’ve ever been able to before. Prepare to leave Las Vegas equipped to incorporate machine learning in your organization’s security detections and jump from reactive to proactive. Mischief managed! Speaker(s) Melisa Napoles, Sales Engineer, Splunk Erika Strano, Sales Engineer, Splunk Slides PDF link - https://conf.splunk.com/files/2019/slides/SEC2129.pdf?podcast=1577146257 Product: Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML Track: Security, Compliance and Fraud Level: Good for all skill levels

las vegas speaker data conference defense videos streaming fraud compliance fasten slides mischief malware ai ml dark arts splunk sales engineers level good splunk enterprise security product splunk enterprise splunk machine learning toolkit track security splunk's machine learning toolkit
Splunk [AI/ML, Splunk Machine Learning Toolkit] 2019 .conf Videos w/ Slides
Augment Your Security Monitoring Use Cases with Splunk's Machine Learning Toolkit [Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML]

Splunk [AI/ML, Splunk Machine Learning Toolkit] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


Do you want to use machine learning to enhance your datacenter security monitoring, but you don’t know where to start? Then this is the talk for you. Come learn how high secure datacenter operations benefit from operationalizing machine learning. With the help of the Splunk's Machine Learning Toolkit, your security analysts can take different approaches to use case creation and gain new insight into what's going on in your environment. We'll detail the challenges, benefits and use cases of using machine learning for datacenter security monitoring, and we'll answer questions such as: Where does it make sense to apply machine learning, and where should we stick with classic searches? Can we detect meaningful anomalies in system behavior? Is it possible to cluster our account activities and find unusual patterns? This is a practical session of security monitoring use cases, deep diving into the ideas, concepts and the SPL behind them. Speaker(s) Oliver Kollenberg, Security Consultant, Siemens Philipp Drieger, Staff Machine Learning Architect , Splunk Slides PDF link - https://conf.splunk.com/files/2019/slides/SEC1374.pdf?podcast=1577146256 Product: Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML Track: Security, Compliance and Fraud Level: Advanced

speaker data conference videos streaming fraud enterprise compliance siemens slides use cases ai ml splunk augment spl security consultant security monitoring level advanced product splunk enterprise splunk machine learning toolkit track security splunk's machine learning toolkit
Splunk [AI/ML, Splunk Machine Learning Toolkit] 2019 .conf Videos w/ Slides
Advances in Deep Learning with the MLTK Container for TensorFlow 2.0, PyTorch and Jupyter Notebooks [Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML]

Splunk [AI/ML, Splunk Machine Learning Toolkit] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


Deep Learning frameworks like TensorFlow and PyTorch let you extend Splunk's Machine Learning Toolkit with custom algorithms that provide you with an edge for advanced AI and ML use cases in Security, IT Operations, IoT or for any advanced custom analytics. In this talk you learn about the latest evolution to streamline the usage of TensorFlow 2.0 and PyTorch with the MLTK Container extension. Integrated Jupyter Notebooks help data scientist to accelerate their custom model development, deployment and operationalization. The MLTK Container can leverage GPUs for parallel computing and accelerate model training for big complex datasets. This session is suitable for all python-minded data scientists and developers who want to tap into deep learning use cases with Splunk. Speaker(s) Anthony Tellez, Staff Data Scientist, Splunk Philipp Drieger, Staff Machine Learning Architect , Splunk Slides PDF link - https://conf.splunk.com/files/2019/slides/FN1409.pdf?podcast=1577146256 Product: Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML Track: Foundations/Platform Level: Advanced

ai speaker data conference security videos streaming enterprise iot advances ml container slides deep learning ai ml gpus splunk tensorflow pytorch it operations jupyter notebooks level advanced product splunk enterprise splunk machine learning toolkit track foundations platform splunk's machine learning toolkit
Splunk [All Products] 2019 .conf Videos w/ Slides
Maintaining a state of good repair with predictive analytics [Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML]

Splunk [All Products] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


Take a deep dive in this enablement focused presentation where we cover the background, data and how to implement 3 Splunk solutions entirely captured in this sessions' companion app that shows how to use Splunk for maintaining a state of good repair, make data-driven decisions to garner rate payer confidence and proactively realize conservation goals.  The use cases covered in this session are: *** Corrosion Analytics - See how to use machine learning combined with ArcGIS, Maximo and Corrosion data to create an interactive map to predict pipe failures and replacement priorities based on proximity to sensitive infrastructure. *** Mobile Work Fleet - see how to use scripted inputs to develop asset management dashboards, make data driven purchasing decisions and optimize routes. *** Water Leak detection - see how Splunk's Machine Learning Toolkit can be used to easily detect anomalous consumption based on user behavior and automate alerting utilities and customers to prevent water waste. Speaker(s) Tony Nesavich, Staff Sales Engineer, Splunk Slides PDF link - https://conf.splunk.com/files/2019/slides/IOT1318.pdf?podcast=1577146224 Product: Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML Track: Internet of Things Level: Good for all skill levels

speaker maintaining enterprise repair internet of things slides ai ml splunk predictive analytics corrosion arcgis level good staff sales engineer product splunk enterprise splunk machine learning toolkit track internet splunk's machine learning toolkit
Splunk [All Products] 2019 .conf Videos w/ Slides
Integrating the Analyst, the Logic, and the Machine [Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML]

Splunk [All Products] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


Are your analysts spending too much time clearing through notable events? Ours were too, but today our analysts are living the dream: they have all the details they want right there on the Incident Review screen, all while our alerts fine-tune themselves (with workflow action human input). Come and see how we achieved Incident Review Screen 2.0. by using Splunk's Machine Learning Toolkit to transition to smarter correlation searches. Speaker(s) Lukasz Antoniak, Cyber Detection Crafting Chief, Viasat Ryan Rake, Viasat Slides PDF link - https://conf.splunk.com/files/2019/slides/SEC1673.pdf?podcast=1577146224 Product: Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML Track: Security, Compliance and Fraud Level: Intermediate

speaker fraud logic analysts compliance integrating slides ai ml viasat level intermediate splunk enterprise security splunk machine learning toolkit track security product splunk enterprise security splunk's machine learning toolkit
Splunk [All Products] 2019 .conf Videos w/ Slides
Detect and Mitigate Insider Threats Using Splunk's Machine Learning Toolkit and Splunk Enterprise Security [Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML]

Splunk [All Products] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


When is a 20MB email to an external Gmail account dangerous? It all depends on context. Understanding what normal behavior is will reveal whether specific behavior is malicious or ordinary. We’ll walk you through how using Splunk’s Machine Learning Toolkit and Splunk Enterprise Security together provides actionable insight for analysts to improve security. We'll also detail how we caught insider threats in our environment with these tools. Speaker(s) Karthik Subramanian, Principal Senior Cybersecurity Engineer, SAIC Tyler Williams, Cybersecurity Data Analyst, SAIC Slides PDF link - https://conf.splunk.com/files/2019/slides/SEC1305.pdf?podcast=1577146224 Product: Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML Track: Security, Compliance and Fraud Level: Advanced

speaker fraud compliance gmail slides detect mitigate ai ml splunk insider threats saic tyler williams 20mb level advanced splunk enterprise security product splunk enterprise splunk machine learning toolkit track security splunk's machine learning toolkit
Splunk [All Products] 2019 .conf Videos w/ Slides
Defense Against the Dark Arts: Splunk Edition [Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML]

Splunk [All Products] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


Malware infection, lateral movement, data exfiltration, oh my! If you’ve spent any time around the wizarding world of security, you know how much effort goes into preventing dark magic from happening. What if you could use machine learning to stay one step ahead of the adversary? Fasten your seatbelts, because in this talk we will show you how Splunk can utilize machine learning models to take your security detections to the next level. We’ll demonstrate how Splunk's Machine Learning Toolkit can be used to train, validate, and then deploy models to identify anomalies and discover clusters of bad behavior via user-friendly guided workflows—all this while training your models with more data then you’ve ever been able to before. Prepare to leave Las Vegas equipped to incorporate machine learning in your organization’s security detections and jump from reactive to proactive. Mischief managed! Speaker(s) Melisa Napoles, Sales Engineer, Splunk Erika Strano, Sales Engineer, Splunk Slides PDF link - https://conf.splunk.com/files/2019/slides/SEC2129.pdf?podcast=1577146224 Product: Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML Track: Security, Compliance and Fraud Level: Good for all skill levels

las vegas speaker defense fraud compliance fasten slides mischief malware ai ml dark arts splunk sales engineers level good splunk enterprise security product splunk enterprise splunk machine learning toolkit track security splunk's machine learning toolkit
Splunk [All Products] 2019 .conf Videos w/ Slides
Augment Your Security Monitoring Use Cases with Splunk's Machine Learning Toolkit [Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML]

Splunk [All Products] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


Do you want to use machine learning to enhance your datacenter security monitoring, but you don’t know where to start? Then this is the talk for you. Come learn how high secure datacenter operations benefit from operationalizing machine learning. With the help of the Splunk's Machine Learning Toolkit, your security analysts can take different approaches to use case creation and gain new insight into what's going on in your environment. We'll detail the challenges, benefits and use cases of using machine learning for datacenter security monitoring, and we'll answer questions such as: Where does it make sense to apply machine learning, and where should we stick with classic searches? Can we detect meaningful anomalies in system behavior? Is it possible to cluster our account activities and find unusual patterns? This is a practical session of security monitoring use cases, deep diving into the ideas, concepts and the SPL behind them. Speaker(s) Oliver Kollenberg, Security Consultant, Siemens Philipp Drieger, Staff Machine Learning Architect , Splunk Slides PDF link - https://conf.splunk.com/files/2019/slides/SEC1374.pdf?podcast=1577146223 Product: Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML Track: Security, Compliance and Fraud Level: Advanced

speaker fraud enterprise compliance siemens slides use cases ai ml splunk augment spl security consultant security monitoring level advanced product splunk enterprise splunk machine learning toolkit track security splunk's machine learning toolkit
Splunk [Enterprise Security] 2019 .conf Videos w/ Slides
Integrating the Analyst, the Logic, and the Machine [Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML]

Splunk [Enterprise Security] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


Are your analysts spending too much time clearing through notable events? Ours were too, but today our analysts are living the dream: they have all the details they want right there on the Incident Review screen, all while our alerts fine-tune themselves (with workflow action human input). Come and see how we achieved Incident Review Screen 2.0. by using Splunk's Machine Learning Toolkit to transition to smarter correlation searches. Speaker(s) Lukasz Antoniak, Cyber Detection Crafting Chief, Viasat Ryan Rake, Viasat Slides PDF link - https://conf.splunk.com/files/2019/slides/SEC1673.pdf?podcast=1577146234 Product: Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML Track: Security, Compliance and Fraud Level: Intermediate

speaker data conference videos streaming fraud logic analysts compliance integrating slides ai ml splunk viasat level intermediate splunk enterprise security splunk machine learning toolkit track security product splunk enterprise security splunk's machine learning toolkit
Splunk [Security, Compliance and Fraud Track] 2019 .conf Videos w/ Slides
Defense Against the Dark Arts: Splunk Edition [Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML]

Splunk [Security, Compliance and Fraud Track] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


Malware infection, lateral movement, data exfiltration, oh my! If you’ve spent any time around the wizarding world of security, you know how much effort goes into preventing dark magic from happening. What if you could use machine learning to stay one step ahead of the adversary? Fasten your seatbelts, because in this talk we will show you how Splunk can utilize machine learning models to take your security detections to the next level. We’ll demonstrate how Splunk's Machine Learning Toolkit can be used to train, validate, and then deploy models to identify anomalies and discover clusters of bad behavior via user-friendly guided workflows—all this while training your models with more data then you’ve ever been able to before. Prepare to leave Las Vegas equipped to incorporate machine learning in your organization’s security detections and jump from reactive to proactive. Mischief managed! Speaker(s) Melisa Napoles, Sales Engineer, Splunk Erika Strano, Sales Engineer, Splunk Slides PDF link - https://conf.splunk.com/files/2019/slides/SEC2129.pdf?podcast=1577146215 Product: Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML Track: Security, Compliance and Fraud Level: Good for all skill levels

las vegas speaker defense fraud compliance fasten slides mischief malware ai ml dark arts splunk sales engineers level good splunk enterprise security product splunk enterprise splunk machine learning toolkit track security splunk's machine learning toolkit
Splunk [Enterprise Security] 2019 .conf Videos w/ Slides
Detect and Mitigate Insider Threats Using Splunk's Machine Learning Toolkit and Splunk Enterprise Security [Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML]

Splunk [Enterprise Security] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


When is a 20MB email to an external Gmail account dangerous? It all depends on context. Understanding what normal behavior is will reveal whether specific behavior is malicious or ordinary. We’ll walk you through how using Splunk’s Machine Learning Toolkit and Splunk Enterprise Security together provides actionable insight for analysts to improve security. We'll also detail how we caught insider threats in our environment with these tools. Speaker(s) Karthik Subramanian, Principal Senior Cybersecurity Engineer, SAIC Tyler Williams, Cybersecurity Data Analyst, SAIC Slides PDF link - https://conf.splunk.com/files/2019/slides/SEC1305.pdf?podcast=1577146233 Product: Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML Track: Security, Compliance and Fraud Level: Advanced

speaker data conference videos streaming fraud compliance gmail slides detect mitigate ai ml splunk insider threats saic tyler williams 20mb level advanced splunk enterprise security product splunk enterprise splunk machine learning toolkit track security splunk's machine learning toolkit
Splunk [Enterprise Security] 2019 .conf Videos w/ Slides
Defense Against the Dark Arts: Splunk Edition [Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML]

Splunk [Enterprise Security] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


Malware infection, lateral movement, data exfiltration, oh my! If you’ve spent any time around the wizarding world of security, you know how much effort goes into preventing dark magic from happening. What if you could use machine learning to stay one step ahead of the adversary? Fasten your seatbelts, because in this talk we will show you how Splunk can utilize machine learning models to take your security detections to the next level. We’ll demonstrate how Splunk's Machine Learning Toolkit can be used to train, validate, and then deploy models to identify anomalies and discover clusters of bad behavior via user-friendly guided workflows—all this while training your models with more data then you’ve ever been able to before. Prepare to leave Las Vegas equipped to incorporate machine learning in your organization’s security detections and jump from reactive to proactive. Mischief managed! Speaker(s) Melisa Napoles, Sales Engineer, Splunk Erika Strano, Sales Engineer, Splunk Slides PDF link - https://conf.splunk.com/files/2019/slides/SEC2129.pdf?podcast=1577146233 Product: Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML Track: Security, Compliance and Fraud Level: Good for all skill levels

las vegas speaker data conference defense videos streaming fraud compliance fasten slides mischief malware ai ml dark arts splunk sales engineers level good splunk enterprise security product splunk enterprise splunk machine learning toolkit track security splunk's machine learning toolkit
Splunk [Enterprise] 2019 .conf Videos w/ Slides
Maintaining a state of good repair with predictive analytics [Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML]

Splunk [Enterprise] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


Take a deep dive in this enablement focused presentation where we cover the background, data and how to implement 3 Splunk solutions entirely captured in this sessions' companion app that shows how to use Splunk for maintaining a state of good repair, make data-driven decisions to garner rate payer confidence and proactively realize conservation goals.  The use cases covered in this session are: *** Corrosion Analytics - See how to use machine learning combined with ArcGIS, Maximo and Corrosion data to create an interactive map to predict pipe failures and replacement priorities based on proximity to sensitive infrastructure. *** Mobile Work Fleet - see how to use scripted inputs to develop asset management dashboards, make data driven purchasing decisions and optimize routes. *** Water Leak detection - see how Splunk's Machine Learning Toolkit can be used to easily detect anomalous consumption based on user behavior and automate alerting utilities and customers to prevent water waste. Speaker(s) Tony Nesavich, Staff Sales Engineer, Splunk Slides PDF link - https://conf.splunk.com/files/2019/slides/IOT1318.pdf?podcast=1577146229 Product: Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML Track: Internet of Things Level: Good for all skill levels

speaker data conference videos streaming maintaining enterprise repair internet of things slides ai ml splunk predictive analytics corrosion arcgis level good staff sales engineer product splunk enterprise splunk machine learning toolkit track internet splunk's machine learning toolkit
Splunk [Enterprise] 2019 .conf Videos w/ Slides
Detect and Mitigate Insider Threats Using Splunk's Machine Learning Toolkit and Splunk Enterprise Security [Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML]

Splunk [Enterprise] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


When is a 20MB email to an external Gmail account dangerous? It all depends on context. Understanding what normal behavior is will reveal whether specific behavior is malicious or ordinary. We’ll walk you through how using Splunk’s Machine Learning Toolkit and Splunk Enterprise Security together provides actionable insight for analysts to improve security. We'll also detail how we caught insider threats in our environment with these tools. Speaker(s) Karthik Subramanian, Principal Senior Cybersecurity Engineer, SAIC Tyler Williams, Cybersecurity Data Analyst, SAIC Slides PDF link - https://conf.splunk.com/files/2019/slides/SEC1305.pdf?podcast=1577146228 Product: Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML Track: Security, Compliance and Fraud Level: Advanced

speaker data conference videos streaming fraud compliance gmail slides detect mitigate ai ml splunk insider threats saic tyler williams 20mb level advanced splunk enterprise security product splunk enterprise splunk machine learning toolkit track security splunk's machine learning toolkit
Splunk [Enterprise] 2019 .conf Videos w/ Slides
Defense Against the Dark Arts: Splunk Edition [Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML]

Splunk [Enterprise] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


Malware infection, lateral movement, data exfiltration, oh my! If you’ve spent any time around the wizarding world of security, you know how much effort goes into preventing dark magic from happening. What if you could use machine learning to stay one step ahead of the adversary? Fasten your seatbelts, because in this talk we will show you how Splunk can utilize machine learning models to take your security detections to the next level. We’ll demonstrate how Splunk's Machine Learning Toolkit can be used to train, validate, and then deploy models to identify anomalies and discover clusters of bad behavior via user-friendly guided workflows—all this while training your models with more data then you’ve ever been able to before. Prepare to leave Las Vegas equipped to incorporate machine learning in your organization’s security detections and jump from reactive to proactive. Mischief managed! Speaker(s) Melisa Napoles, Sales Engineer, Splunk Erika Strano, Sales Engineer, Splunk Slides PDF link - https://conf.splunk.com/files/2019/slides/SEC2129.pdf?podcast=1577146228 Product: Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML Track: Security, Compliance and Fraud Level: Good for all skill levels

las vegas speaker data conference defense videos streaming fraud compliance fasten slides mischief malware ai ml dark arts splunk sales engineers level good splunk enterprise security product splunk enterprise splunk machine learning toolkit track security splunk's machine learning toolkit
Splunk [Enterprise] 2019 .conf Videos w/ Slides
Augment Your Security Monitoring Use Cases with Splunk's Machine Learning Toolkit [Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML]

Splunk [Enterprise] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


Do you want to use machine learning to enhance your datacenter security monitoring, but you don’t know where to start? Then this is the talk for you. Come learn how high secure datacenter operations benefit from operationalizing machine learning. With the help of the Splunk's Machine Learning Toolkit, your security analysts can take different approaches to use case creation and gain new insight into what's going on in your environment. We'll detail the challenges, benefits and use cases of using machine learning for datacenter security monitoring, and we'll answer questions such as: Where does it make sense to apply machine learning, and where should we stick with classic searches? Can we detect meaningful anomalies in system behavior? Is it possible to cluster our account activities and find unusual patterns? This is a practical session of security monitoring use cases, deep diving into the ideas, concepts and the SPL behind them. Speaker(s) Oliver Kollenberg, Security Consultant, Siemens Philipp Drieger, Staff Machine Learning Architect , Splunk Slides PDF link - https://conf.splunk.com/files/2019/slides/SEC1374.pdf?podcast=1577146228 Product: Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML Track: Security, Compliance and Fraud Level: Advanced

speaker data conference videos streaming fraud enterprise compliance siemens slides use cases ai ml splunk augment spl security consultant security monitoring level advanced product splunk enterprise splunk machine learning toolkit track security splunk's machine learning toolkit
Splunk [Enterprise] 2019 .conf Videos w/ Slides
Advances in Deep Learning with the MLTK Container for TensorFlow 2.0, PyTorch and Jupyter Notebooks [Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML]

Splunk [Enterprise] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


Deep Learning frameworks like TensorFlow and PyTorch let you extend Splunk's Machine Learning Toolkit with custom algorithms that provide you with an edge for advanced AI and ML use cases in Security, IT Operations, IoT or for any advanced custom analytics. In this talk you learn about the latest evolution to streamline the usage of TensorFlow 2.0 and PyTorch with the MLTK Container extension. Integrated Jupyter Notebooks help data scientist to accelerate their custom model development, deployment and operationalization. The MLTK Container can leverage GPUs for parallel computing and accelerate model training for big complex datasets. This session is suitable for all python-minded data scientists and developers who want to tap into deep learning use cases with Splunk. Speaker(s) Anthony Tellez, Staff Data Scientist, Splunk Philipp Drieger, Staff Machine Learning Architect , Splunk Slides PDF link - https://conf.splunk.com/files/2019/slides/FN1409.pdf?podcast=1577146228 Product: Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML Track: Foundations/Platform Level: Advanced

ai speaker data conference security videos streaming enterprise iot advances ml container slides deep learning ai ml gpus splunk tensorflow pytorch it operations jupyter notebooks level advanced product splunk enterprise splunk machine learning toolkit track foundations platform splunk's machine learning toolkit
Splunk [Foundations/Platform Track] 2019 .conf Videos w/ Slides
Advances in Deep Learning with the MLTK Container for TensorFlow 2.0, PyTorch and Jupyter Notebooks [Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML]

Splunk [Foundations/Platform Track] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


Deep Learning frameworks like TensorFlow and PyTorch let you extend Splunk's Machine Learning Toolkit with custom algorithms that provide you with an edge for advanced AI and ML use cases in Security, IT Operations, IoT or for any advanced custom analytics. In this talk you learn about the latest evolution to streamline the usage of TensorFlow 2.0 and PyTorch with the MLTK Container extension. Integrated Jupyter Notebooks help data scientist to accelerate their custom model development, deployment and operationalization. The MLTK Container can leverage GPUs for parallel computing and accelerate model training for big complex datasets. This session is suitable for all python-minded data scientists and developers who want to tap into deep learning use cases with Splunk. Speaker(s) Anthony Tellez, Staff Data Scientist, Splunk Philipp Drieger, Staff Machine Learning Architect , Splunk Slides PDF link - https://conf.splunk.com/files/2019/slides/FN1409.pdf?podcast=1577146200 Product: Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML Track: Foundations/Platform Level: Advanced

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Splunk [Internet of Things Track] 2019 .conf Videos w/ Slides
Maintaining a state of good repair with predictive analytics [Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML]

Splunk [Internet of Things Track] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


Take a deep dive in this enablement focused presentation where we cover the background, data and how to implement 3 Splunk solutions entirely captured in this sessions' companion app that shows how to use Splunk for maintaining a state of good repair, make data-driven decisions to garner rate payer confidence and proactively realize conservation goals.  The use cases covered in this session are: *** Corrosion Analytics - See how to use machine learning combined with ArcGIS, Maximo and Corrosion data to create an interactive map to predict pipe failures and replacement priorities based on proximity to sensitive infrastructure. *** Mobile Work Fleet - see how to use scripted inputs to develop asset management dashboards, make data driven purchasing decisions and optimize routes. *** Water Leak detection - see how Splunk's Machine Learning Toolkit can be used to easily detect anomalous consumption based on user behavior and automate alerting utilities and customers to prevent water waste. Speaker(s) Tony Nesavich, Staff Sales Engineer, Splunk Slides PDF link - https://conf.splunk.com/files/2019/slides/IOT1318.pdf?podcast=1577146207 Product: Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML Track: Internet of Things Level: Good for all skill levels

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Splunk [Security, Compliance and Fraud Track] 2019 .conf Videos w/ Slides
Integrating the Analyst, the Logic, and the Machine [Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML]

Splunk [Security, Compliance and Fraud Track] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


Are your analysts spending too much time clearing through notable events? Ours were too, but today our analysts are living the dream: they have all the details they want right there on the Incident Review screen, all while our alerts fine-tune themselves (with workflow action human input). Come and see how we achieved Incident Review Screen 2.0. by using Splunk's Machine Learning Toolkit to transition to smarter correlation searches. Speaker(s) Lukasz Antoniak, Cyber Detection Crafting Chief, Viasat Ryan Rake, Viasat Slides PDF link - https://conf.splunk.com/files/2019/slides/SEC1673.pdf?podcast=1577146215 Product: Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML Track: Security, Compliance and Fraud Level: Intermediate

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Splunk [Security, Compliance and Fraud Track] 2019 .conf Videos w/ Slides
Detect and Mitigate Insider Threats Using Splunk's Machine Learning Toolkit and Splunk Enterprise Security [Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML]

Splunk [Security, Compliance and Fraud Track] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


When is a 20MB email to an external Gmail account dangerous? It all depends on context. Understanding what normal behavior is will reveal whether specific behavior is malicious or ordinary. We’ll walk you through how using Splunk’s Machine Learning Toolkit and Splunk Enterprise Security together provides actionable insight for analysts to improve security. We'll also detail how we caught insider threats in our environment with these tools. Speaker(s) Karthik Subramanian, Principal Senior Cybersecurity Engineer, SAIC Tyler Williams, Cybersecurity Data Analyst, SAIC Slides PDF link - https://conf.splunk.com/files/2019/slides/SEC1305.pdf?podcast=1577146215 Product: Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML Track: Security, Compliance and Fraud Level: Advanced

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Splunk [AI/ML, Splunk Machine Learning Toolkit] 2019 .conf Videos w/ Slides
Maintaining a state of good repair with predictive analytics [Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML]

Splunk [AI/ML, Splunk Machine Learning Toolkit] 2019 .conf Videos w/ Slides

Play Episode Listen Later Dec 23, 2019


Take a deep dive in this enablement focused presentation where we cover the background, data and how to implement 3 Splunk solutions entirely captured in this sessions' companion app that shows how to use Splunk for maintaining a state of good repair, make data-driven decisions to garner rate payer confidence and proactively realize conservation goals.  The use cases covered in this session are: *** Corrosion Analytics - See how to use machine learning combined with ArcGIS, Maximo and Corrosion data to create an interactive map to predict pipe failures and replacement priorities based on proximity to sensitive infrastructure. *** Mobile Work Fleet - see how to use scripted inputs to develop asset management dashboards, make data driven purchasing decisions and optimize routes. *** Water Leak detection - see how Splunk's Machine Learning Toolkit can be used to easily detect anomalous consumption based on user behavior and automate alerting utilities and customers to prevent water waste. Speaker(s) Tony Nesavich, Staff Sales Engineer, Splunk Slides PDF link - https://conf.splunk.com/files/2019/slides/IOT1318.pdf?podcast=1577146258 Product: Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML Track: Internet of Things Level: Good for all skill levels

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