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

SEC595Cyber Defense, Artificial Intelligence
SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals
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A Visual Summary of SANS AI Cybersecurity Summit 2026

Authored bySANS Institute
SANS Institute

On April 20-21, attendees joined us in Arlington, VA or tuned in Live Online for the SANS AI Cybersecurity Summit 2026.

We invited Ashton Rodenhiser of Mind's Eye Creative to create graphic recordings of our Summit presentations. If you missed a talk or are looking to view the Summit through a visual lens, take a look at the recordings below.

*If you registered for the Summit, video recordings are available on your Summit Access page in your SANS Portal.

Summit Day 1 - Monday, April 20

Keynote | Integrous AI

Bruce Schneier, Fellow and Lecturer at University of Toronto

Coming Soon!

Keynote | This Is Not a Forecast: AI-Enabled Cyber, 12 Months On

Jacob Klein, Head of Threat Intelligence at Anthropic

Coming Soon!

Keynote | Claw and Order: Protecting Your Shell from Bottom Dwellers

Sounil Yu, Co-founder and Chief AI Safety Officer at Knostic

Coming Soon!

Keynote | Our Machine-Speed Mandate: Can We Scale National Resilience Through AI-Driven Defense?

Anne Neuberger, Senior Advisor at a16z

Coming Soon!

Fireside Chat—Day-1 Keynotes

Moderator:

  • Rob T. Lee, Fellow; Chief AI Officer and Chief of Research at SANS Institute

Presented By:

  • Jacob Klein, Head of Threat Intelligence at Anthropic
  • Anne Neuberger, Senior Advisor at a16z
  • Bruce Schneier, Fellow and Lecturer at University of Toronto

Coming Soon!

Summit Day 2 - Tuesday, April 21

Keynote | The Boring Seams

Julie Davila, Vice President of Product Security at GitLab

Coming Soon!

Keynote | Cram it Up Your Cramhole, LaFleur: Understanding and Managing Indirect Prompt Injection

Diana Kelley, CISO at Noma Security

Coming Soon!

Keynote: Beyond the Hype: Operationalizing AI for Tactical Cyber Superiority

Brigadier General Reid J. Novotny, Chief Artificial Intelligence Officer and DoW Cyber Force Generation Lead, U.S. Cyber Command

Coming Soon!

Keynote: Sailing Towards Vesuvius

Pliny the Liberator

Coming Soon!

Fireside Chat—Day-2 Keynotes

Moderator:

  • Sam Sabin, Cybersecurity Reporter at Axios

Panelists:

  • Julie Davila, Vice President of Product Security at GitLab
  • Diana Kelley, CISO at Noma Security
  • Sounil Yu, Co-founder and Chief AI Safety Officer at Knostic

  • Coming Soon!

If you'd like to check out our other upcoming Summits, you can view the latest listing here.

Meet Your Author

SANS Institute
SANS Institute

SANS Institute

Launched in 1989 as a cooperative for information security thought leadership, it is SANS’ ongoing mission to empower cybersecurity professionals with the practical skills and knowledge they need to make our world a safer place.

Read more about SANS Institute