SEC536: Adversarial AI - Penetration Testing AI Systems


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Contact UsDate | Time: Wednesday, August 26, 2026, 12:30 pm ET. 30 minutes with live Q&A. Host: Rob T. Lee, Chief AI Officer and Chief of Research, SANS Institute

4,413 people entered the Find Evil! hackathon to answer a question the rest of the industry has mostly been arguing about in blog posts: can an autonomous agent do real forensic work on real evidence, and prove what it found?
291 submissions came in. 123 reached finalist review. 90 working practitioners logged 1,775 evaluations, and every finalist was re-verified before a winner was named.
In this 30-minute broadcast, Rob T. Lee, Chief AI Officer and Chief of Research at SANS Institute, announces the three winning harnesses and walks through what the judges found when they stress-tested them: read-only evidence mounts, typed tool surfaces with no shell access, and evidence-reference gates that refuse to record any finding the agent cannot tie back to a real artifact.
Judges will describe how they built their own validation approach, because no rubric existed for grading an autonomous forensic investigation. Several wrote their own harnesses to check the harnesses.
All three winning harnesses are open source, and the repositories go public the same day. Live Q&A closes the session.



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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With FOR577, Taz has authored the first course to systematize threat hunting on Linux systems. His operational leadership—from military intelligence to heading a FTSE100 CSIRT—has fortified global cyber defense capabilities across sectors.
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Cheri Carr has long been a trusted partner in digital forensics and incident response investigations. A pioneer in the field, she developed many of the processes and procedures still in use today.
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