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Facing increasingly sophisticated attacks from external adversaries, networked systems owners have to judiciously allocate their limited security budget to reduce their cyber risks. However, when modeling human decision-making, behavioral economics has shown that humans consistently deviate from classical models of decision-making. Most notably, prospect theory, for which Kahneman and Tversky won the 2002 Nobel memorial prize in economics, argues that humans perceive gains, losses and probabilities in a skewed manner. Furthermore, bounded rationality and imperfect best-response behavior has been frequently observed in human decision-making within the domains of behavioral economics and psychology. While there is a rich literature on these human decision-making factors in economics and psychology, most of the existing work studying security of networked systems does not take into account these biases and noises. In this talk, we show our proposed novel behavioral security game models for the study of human decision-making in networked systems modeled by attack graphs. We show that behavioral biases lead to suboptimal resource allocation patterns. We also analyze the outcomes of protecting multiple isolated assets with heterogeneous valuations via decision- and game-theoretic frameworks. We show that behavioral defenders over-invest in higher-valued assets compared to rational defenders. We then propose different learning-based techniques and adapt two different tax-based mechanisms for guiding behavioral decision-makers towards optimal security investment decisions. In particular, we show the outcomes of such learning and mechanisms on different realistic networked systems. In total, our research establishes rigorous frameworks to analyze the security of both large-scale networked systems and heterogeneous isolated assets managed by human decision makers and provides new and important insights into security vulnerabilities that arise in such settings. About the speaker: Dr. Mustafa Abdallah is a tenure-track Assistant Professor in the Computer and Information Technology (CIT) Department at Purdue University in Indianapolis, with a courtesy appointment at Purdue Polytechnic Institute. He earned his Ph.D. from the Elmore Family School of Electrical and Computer Engineering at Purdue University in 2022 and previously served as a tenure-track faculty member at IUPUI. His research focuses on game theory, behavioral decision-making, explainable AI, meta-learning, and deep learning, with applications in proactive security of networked systems, IoT anomaly detection, and intrusion detection. His work has been published in top security and AI venues, includingIEEE S&P, ACM AsiaCCS, IEEE TCNS, IEEE IoT-J, Computers & Security, and ACM TKDD. He has received the Bilsland Fellowship, multiple IEEE travel grants, and internal research funding from IUPUI. Dr. Abdallah has extensive industrial research experience, including internships at Adobe Research (meta-learning for time-series forecasting), Principal Financial Group (Kalman filter modeling for financial predictions), and RDI (deep learning for speech technology applications), which led to a U.S. patent and multiple publications. He holds B.Sc. and M.Sc. degrees from Cairo University, with a focus on electrical engineering and engineering mathematics, respectively.
Purdue University and innovative business and consulting company, Accenture developed a fruitful collaboration that has resulted in a smart factory facility at Purdue's College of Engineering and Purdue Polytechnic Institute, a scholarship program, and most recently an online venture. The Smart Factory on campus provides instructional laboratories, design studios, and spaces where students from various disciplines will collaborate on smart manufacturing projects. The Accenture/Purdue multiyear collaboration evolved recently with the launch of an online smart manufacturing education program. Prasad Satyavolu, Lead-Industry X with Accenture, who played a key role in shaping the Smart Manufacturing Academy, joins ASSEMBLY Audible to tell us about the collaboration. Sponsored By:
Corey Sharp, director of statewide partnerships at Purdue Polytechnic Institute, joins the show to talk about the evGrandPrix, a high school racing program designed to get high school students involved and interested in motorsports.
Recorded September 22nd John started NEXT Studios in 2020 after a successful exit on his own venture in the internet of things software space. One of the things that makes NEXT Studios unique is it's B Corp status with a social mission helping underrepresented founders in Indiana. The NEXT Studios model allows the firm to accept capital as either donations or investment. He holds periodic “lean startup bootcamps” to help new founders learn the ropes of starting a business and think through their idea which also serves as a way to find opportunities to fund new ventures. John provides some interesting statistics on the role of business creation in job growth and how organizations like NEXT are uniquely situated to improve the local economy. We also learn about the process for local communities to incubate startups through John's paradigm of Capital, Talent, and Place. John's Book Recommendation –Wicked Fishers by Robert Bowling https://shop.indianahistory.org/products/wicked-fishers Guest Bios MANAGING ENTREPRENEUR | NEXT STUDIOSJohn McDonald has over twenty years of experience as an entrepreneur, most recently as the founder and CEO of ClearObject, a leading Internet of Things company which successfully exited to private equity in 2019, and at IBM, where he led technical sales for their software development tools brand in New York. He is a founder and board member of the Indiana Technology & Innovation Association, chairman of the Technology & Innovation Committee of the Indiana Chamber of Commerce, an Executive in Residence at Ivy Tech Community College, a board member of TechPoint, and of the Indianapolis Chamber of Commerce. At Purdue University, John is an Adjunct Professor for the Certificate Program in Entrepreneurship and Innovation, a member of the Dean's Council for the Purdue Polytechnic Institute, and a member of Purdue's President's Club. A graduate of Lawrence North High School in Indianapolis, John studied business management, computer science, and meteorology before receiving degrees in Software Development and Computer Information Technology from Purdue University at West Lafayette, where he was also the Student Body Vice President and Treasurer. John was named Purdue's Distinguished Technology Alumnus in 2007 and Lawrence North's Distinguished Alumnus in 2017. Email: john@nextstudios.orgWebsite: https://nextstudios.org/ Who are the hosts? Austin Crites, CFA: Austin is a past-president and current committee member of CFA Society Indianapolis. Professionally, he is the Chief Investment Officer at Aurora Financial Strategies where he manages US-focused, all-cap, style-agnostic equity strategies as the core of client portfolios. Austin is a 2008 graduate of Marian University in Indianapolis where he is now an adjunct professor in the Byrum School of Business. Matt Henry, CFA: Matt is a Senior Investment Officer at STAR Wealth Management. He is also a Past President and a director of CFA Society Indianapolis. When he's not managing porfolios, Matt teaches Finance 300 at Ball State University. He enjoys air conditioning, wi-fi, and the conveniences of indoor living.
This week's guest is Michael B. Cline the Vice President, Administrative Operations which is a mouth full and had to have him help me with his title during the introduction. Michael is a professional engineer with decades of leadership and engineering experience in both the public and private sectors. We talk about the mind shift that happened upon his return to Purdue in 2013 around Planning and Construction by prioritizing customer care, innovation and management accountability, Cline ensures the organization delivers high quality services at the lowest possible cost. Cline, who earned a Bachelor of Science degree in Civil Engineering from Purdue University, returned to the University in July 2013 as the Vice President for Physical Facilities with responsibility for the design and construction of all university facilities, the operation and maintenance of existing buildings, and the Wade Utility Plant. Since 2013, Cline's role expanded to include capital programming, campus master planning, sustainability, real estate, procurement, environmental health and public safety, supplier diversity, parking, transportation, and Purdue's airport. In this role, Cline manages 1,200 employees on the West Lafayette campus, a $250M capital program, and a $150M annual operating budget. Current major capital projects underway include the $140M Dudley and Lambertus Halls for the College of Engineering and Purdue Polytechnic Institute, $22M Hagle Hall for bands and orchestra, $41M Hypersonics and Applied Research Facility, $73M High Speed Propulsion Lab and $52M Schleman Hall and Stewart Center Renovations for data science and student services . From 2015 through its completion in December 2018, Cline played a pivotal leadership role in delivering the $120M State Street Redevelopment Project in an unprecedented ‘town-gown' P3 or Build-Operate-Transfer (BOT) with the City of West Lafayette. This project has sparked over $500M in private investment adjacent to Purdue's campus since 2017. Cline was also instrumental in the completion of the 2018 Giant Leaps Master Plan for the West Lafayette campus—the launch of which coincided with the University's Sesquicentennial Anniversary. Prior to joining the University, Cline served as the Commissioner of the Indiana Department of Transportation (INDOT) from 2010-2013, where he was entrusted with overseeing all aspects of one of the state's largest agencies. He successfully led INDOT's delivery of Governor Mitch Daniels' $10B Major Moves infrastructure investment program, while reducing annual operating spending by $70M. Noteworthy projects completed under Cline's leadership include the $700M I-69 project (sections 1-3) and the procurement of the Ohio River Bridges project, a unique $2.4B P3 with the Commonwealth of Kentucky.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.
Join Keep Indiana Learning STEM Synergy Coordinator Amanda McCammon for a Fireside Chat style conversation with 2022 Indiana Teacher of the Year, Sharita Ware. This casual conversation will provide you with a glimpse into her classroom, her thoughts on advocacy and politics as a teacher leader, and advice for potential non-traditional educators. Mrs. Sharita Ware is the 2022 Indiana Teacher of the Year and an engineering and technology teacher at East Tipp Middle School in the Tippecanoe School Corporation. Sharita Ware has 10 years of experience in the classroom, which is a second career for the educator. Mrs. Ware spent the years prior to becoming an educator serving in industry in engineering and marketing. In addition to teaching STEM and coaching robotics teams at East Tipp Middle School, Ware has also taught classes through Purdue University's Gifted Education Research and Resource Institute's Super Saturday Program. Ware earned her bachelor's degree in industrial engineering technology from the Purdue Polytechnic Institute and her master's degree in curriculum and instruction, specializing in engineering and technology teacher education from Purdue University. Mrs. Ware is a product of the Woodrow Wilson Teaching Fellowship program. Episode Transcript: https://drive.google.com/file/d/1kfT1jqZi6TJsBGgAz27wzAsooJlIwhQB/view?usp=sharing
Scott Hutcheson is a Senior Lecturer at Purdue University in the Purdue Polytechnic Institute's Technology Leadership and Innovation Department and the founder of Hutcheson Associates, a consulting firm specializing in transforming organizations to make them more adaptive, innovative, and competitive.
Mentorship is an important part to creating a culture where women join STEM and stay in STEM fields. Toni discusses how she uses the organizations at Purdue University and class she teaches to create mentorship programs. Toni is a special mentor to me, in college I worked with Toni as president of the Women in Technology club on Purdue's campus. She was actually one of the first people that I pitched the idea of this podcast to!Episode notes:Toni's role at Purdue Polytechnic Institute. Discuss ways Purdue uses mentorship. How has the program changed over the last couple years?How do you identify a mentor, even after college?LinksSocial Media Doin'GirlyThingsPurdue Ties Support the show (https://www.patreon.com/doingirlythingspodcast)
Advancements in technology are creating infinite opportunities for improvements to cybersecurity. Jin Wei-Kocsis, Assistant Professor of Computer and Information Technology with Purdue Polytechnic Institute and Director of the Cyber-Physical-Social Systems Design Lab, explains both Deep Learning and Blockchain technologies and how these technologies intersect with cooperative and secure computing.
Data is all around us! What can we do to make this data meaningful and understandable without making it complicated and overwhelming? Vetria Byrd, Assistant Professor of Computer Graphics Technology with Purdue Polytechnic Institute and Director of the Byrd Data Visualization Lab joins us to discuss data visualization, building data visualization capacity, and the 4 V's of big data. Additional resources: Choosing the right chart type: https://img.ctrlq.org/di/data-chart-type.png Data Visualization Catalog: https://datavizcatalogue.com/ Power BI: https://powerbi.microsoft.com/en-us/ Google Charts: https://developers.google.com/chart Tableau: https://www.tableau.com/ This website provides a list of different visualization tools along with their pros and cons. https://www.toptal.com/designers/data-visualization/data-visualization-tools
Do you know all the ways you can be hacked? Dr. Ida Ngambeki, Assistant Professor in the Department of Computer and Information Technology and Executive Director of Purdue Cyber Education Network Training Resources (CENTR) at Purdue Polytechnic Institute, explains many different types of social engineering including vishing, shoulder surfing, and watering holes. Dr. N presents strategies we can use to protect ourselves, and provides examples of dialogue to help us navigate awkward social interactions with politeness while avoiding any compromises to our cyber hygiene. https://haveibeenpwned.com/ https://protonmail.com/
Colin Gray is an Assistant Professor in the computer graphics technology department in Purdue Polytechnic Institute. He is the program lead for user the experience design program. In this episode, we learn about User Experience (UX) design and some of the ways that social media and web sites are actively manipulating people.
Digital Enterprise Society is the authority on the transformation to a digital enterprise, impacting all areas of an organization. Tune in for discussions among industry leaders about operations and action needed to drive digitization principles forward for the future of product development and life cycles. On this episode, Thom Singer and Craig Brown interview Eric Kozikowsk, Kevin Del Re, and Soho Yun, three Purdue University students and soon to be working professionals in PLM. They each share some of their education and work experiences, questions they have about the industry, and advice to help even younger students successfully enter the world of PLM. The conversation wraps up with exceptional advice about the value of securing and fostering mentor relationships. This panel discussion offers valuable career advice for professionals at every experience level and proves that the future of PLM is in very capable hands. On today’s podcast, you will learn: Opportunities, lessons learned, and surprises from current PLM students A look at automation in the factory — comparing the work of robots vs. humans. Virtual product integration challenges require new skill sets and toolsets to complete complex tasks. The expanse of information gathered at every step of processes requires specialized handling and computing skills. There is a wide variety of opportunities available within PLM, and evolution to a PLM career can originate anywhere from pharmacy to engineering. PLM Q & A from next-generation professionals What data is essential and what data doesn’t actually need to be tracked? What skill sets will set new professionals apart from their competition? What computing skills are most essential for success in the future of PLM? Advice from graduate students for high schoolers Secure internships to increase your knowledge of available opportunities. Get involved with teams to maximize your exposure to PLM. Explore and enhance a wide variety of skill sets. Mentor relationships are invaluable and most successful when started early and engaged in often. Continue the conversation with us within the Digital Enterprise Society Community at www.DigitalEnterpriseSociety.org. Guest Bios: Eric Kozikowski is a Purdue University graduate student studying Product Lifecycle Management. He came to Purdue in 2018 after graduating from Illinois State University with a degree in Engineering Technology focused on Manufacturing Engineering and Automation. He has interned as a design engineer intern at Midland OPW Dover in Skokie, IL as well as an industrial engineering intern at Bridgestone Tires in Normal, IL. Kevin Del Re is a second-year master’s student at Purdue University. His undergraduate focused on different areas in Computer Aided Design (CAD), he received a certificate in leadership from Purdue University and His master’s studies focus on Product Lifecycle Management (PLM). He has volunteered at Siemens PLM conferences, worked as a Production and design associate at S4 Industries, and collaborated with other construction trades, created custom Revit families and modeled electrical plans at Prime Electric. He is currently searching for a position after graduation where he can build upon the skills that he developed during his undergraduate and graduate degrees and be at the forefront of new developments in the CAD-PLM world. Soho Yun is a Master's student at Purdue University in the Department of Computer Graphics Technology with a focus in Product Lifecycle Management. She works at the Digital Enterprise Center as a research assistant under Dr. Nathan Hartman. During her undergrad years, Soho focused on gaining internship experiences in different fields including CAD modeling and graphic design/marketing. Her plans after graduation include looking for job opportunities in PLM consulting and hopefully spend some time with her family back home in Korea. Purdue's Digital Enterprise Center (DEC) is an interdisciplinary research center founded in the Department of Computer Graphics Technology in the Purdue Polytechnic Institute. The Center works in conjunction with the Indiana Manufacturing Competitiveness Center to operate a digital manufacturing research testbed. The Center fuses the talents and expertise of university faculty to serve as a resource for the manufacturing industry's transformation to the digital enterprise and Industry 4.0. Through research and practice around the tools, processes, and information models used in digital manufacturing across the lifecycle, the Digital Enterprise Center draws industry and academia together to enhance manufacturing competitiveness.
As official media sponsors at ManufacturED 2019 in Chicago, The Kula Ring had the pleasure of podcasting onsite, interviewing leaders at the forefront of digital transformation in manufacturing. This special compilation episode focuses on smart factory adoption, rethinking education, and jumpstarting digital manufacturing. Hear three short interviews with Paul Wellener, Vice Chairman of Deloitte LLP and Leader of the US Industrial Products & Construction Practice; Dr. Gary Bertoline, the Dean of Purdue Polytechnic Institute; and Raj Batra, President of Digital Industries at Siemens USA.
Fatma Mili is Dean of the College of Computing and Informatics (CCI) at the University of North Carolina at Charlotte (UNC Charlotte). Before joining the faculty at UNC Charlotte in 2017, Fatma was a professor of computer science at Purdue University, where she was the founder and director of the Center for Trans-Institutional Capacity Building and Educational Equity in STEM at the Purdue Discovery Park. She founded the Purdue Polytechnic Institute, an academic educational research institute to foster modern, transdisciplinary education. Her interests include spearheading new curricular innovations to equip students to shape the future. Fatma earned a bachelor’s degree in computer science from Universite Villetaneuse and a Ph.D. in Computer Science from Pierre and Marie Curie University in Paris, France. This episode is perfect for anyone interested in computer science, artificial intelligence, big data, and the values we need to shape the future. IN THIS EPISODE Fatma describes the College of Computing and Informatics (CCI) at UNC Charlotte. She explains what she does as dean of CCI. She discusses the three transformative values at the core of CCI. She defines informatics, big data, artificial intelligence and machine learning. Fatma answers where we are right now in the development of artificial intelligence. She addresses machine consciousness and whether computers can feel emotions. She considers an argument made by Yuval Harari of Oxford University about how artificial intelligence can give rise to tyranny. She outlines two ways humanity can respond to disruption. Fatma talks about human biases programmed within computer systems, centralized versus decentralized processing of information, the transferring of human decision-making to algorithms, and the 'data industrial complex.' She answers whether CCI is contributing to the weaponization of data. She identifies what values should guide whether someone should do what they can do. She reflects on growing up in Tunisia and learning Arabic, French and English. Fatma remembers her time studying computer science in Paris. She talks about teaching at Oakland University in Michigan, her scholarship, and redefining computer science education at Purdue University. She answers why she came to work at UNC Charlotte. Fatma reveals what is most important to her. plus Mark's Personal Word Essay: The Poetics of Data To learn more, visit On Life and Meaning
This week on the Getting Smart Podcast, Tom is talking to his colleague, Emily Liebtag. Emily is the Director of Advocacy at Getting Smart. Emily has been a teacher, and a learner, in a myriad of different classroom spaces — ranging from K-12 public schools to online institutes of higher education. In the last several weeks, The Getting Smart team has visited so many unique, innovative schools. They've been to cities across the country, visiting well over a dozen different schools — all of which serve as great examples of successfully implementing deeper learning, design thinking, and student agency. In this episode, Tom and Emily talk all about their favorite design-thinking schools, positive trends happening in schools across the country, and the changes they have observed in schools after implementing design-thinking. They also discuss design-thinking across the curriculum, supporting design with skill-building, formative assessment, and extended challenges. Key Takeaways: [:14] This week, Tom is talking to Emily Liebtag to discuss all of the amazing, innovative design-focused schools they have had the pleasure of visiting in the last several weeks. [:31] Emily's favorite school from the last several weeks: Agnor-Hurt Elementary. [3:40] About Tom's recent visit to Tacoma Public Schools' Science and Math Institute. [4:46] Why The Getting Smart team thinks design focus is so important in today's education. [6:50] How design-thinking has changed in education from years ago to now. [8:47] One of Getting Smart's favorite schools is One Stone, that is a great example of well-structured design-thinking methodology. [10:09] An example of a successful project by a student, that came out of a design-thinking school. [11:51] Positive trends taking over schools across the country. [14:28] All about D39 — a school that embodies these new, innovative trends. [15:36] What Emily loves about Del Lago Academy. [16:47] About VIDA school — a school that was going to shut down but reinvented themselves as a design-thinking school. [17:38] What Emily and Tom love about High Tech High in San Diego. [19:55] Tom's thoughts on Purdue Polytechnic Institute. [21:18] How the design-thinking frame helps students to incorporate different skills. [23:26] Some elements of design-thinking in Albemarle County Public Schools that have really stood out to Tom and Emily. [27:27] SAMI and other schools in the Pacific Northwest that Tom would like to shed a light on. [29:30] Recapping this week's episode. [31:25] Where to learn more about school visits. Mentioned in This Episode: Emily Liebtag Agnor-Hurt Elementary School Albemarle County Public Schools Tacoma Public Schools: Science and Math Institute (SAMI) One Stone Design39 (D39) Del Lago Academy VIDA High Tech High High Tech High International El Paso School District Purdue Polytechnic Institute Carnegie Mellon University of Pittsburgh Grable Foundation Woodbrook Elementary School Design Tech High School Emily@GettingSmart.com (Emily's email) Get Involved: Check out the blog at GettingSmart.com. Find the Getting Smart Podcast on iTunes, leave a review and subscribe. Is There Somebody You've Been Wanting to Learn From or a Topic You'd Like Covered? To get in contact: Email Jessica@GettingSmart.com, Tweet @Getting_Smart, or leave a review. The Getting Smart team will be sure to add them to their list!