SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals


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Contact UsIn this episode, Ciaran and James sit down with Gadi Evron, Rob Lee and Ed Skoudis to discuss Claude Mythos and the paper co-authored with SANS, the Cloud Security Alliance, [un]prompted and OWASP in response. Gadi, Rob and Ed share their expertise on AI-driven vulnerability discovery, how cyber teams should respond, and what this shift means for the future of security work.
Gadi Evron is the founder and CEO of Knostic and CISO in residence for the Cloud Security Alliance. Rob Lee is Chief AI Officer and Chief of Research at SANS. Ed Skoudis is the founder of the SANS Penetration Testing Curriculum and Counter Hack and President at SANS Technology Institute.
What Anthropic announced with Mythos and why it’s raising concerns.
How the cyber community is reacting, what people are already seeing in practice, and how AI is starting to change the way the work itself gets done.
Some of the tools discussed as a way to start getting hands-on with this now.


Gadi Evron is Founder and CEO at Knostic, an AI agent security company, CISO-in-Residence for AI at CSA, and chairs the [un]prompted conference.
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Ed is the founder of the SANS Penetration Testing Curriculum and Counter Hack; leads the team that builds NetWars, Holiday Hack, and CyberCity; and is President of the SANS Technology Institute.
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Rob T. Lee is Chief AI Officer and Chief of Research at SANS Institute, where he leads research, mentors faculty, and helps cybersecurity teams and executive leaders prepare for AI and emerging threats.
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James has spent the past 20 years of his life chasing cybercriminals around the Internet and, as a self-professed “massive geek”, has been involved in most cyber security disciplines.
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Respected as a world leader among public authorities for cybersecurity, Ciaran Martin is the UK’s National Cyber Security Centre’s (NCSC) founder and former head.
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