All You Need Is a Fuzzing Brain: A Retrospective @DARPAtv
All You Need Is a Fuzzing Brain: A Retrospective  @DARPAtv
Uploaded September 2025 | Updated September 2026, 2 weeks ago
The team "All You Need Is A Fuzzing Brain" shares the key lessons, discoveries, and challenges they encountered during their AIxCC journey. They walk through what worked, what didn't, and the unexpected insights they gained along the way. Beyond reflection, they highlight opportunities to improve AI-powered cybersecurity systems and explore where they believe the field could and should go next.

Speakers:
Jeff Huang, Professor, Texas A&M University;
Ze Sheng, Graduate student, Texas A&M University;
Qingxiao Xu, Graduate student, Texas A&M University;
Matthew Woodcock, Undergraduate student, Texas A&M University
All You Need Is a Fuzzing Brain: A RetrospectiveClosing: HON. Emil Michael, Under Secretary of Defense for Research and EngineeringDARPA Lift Challenge - Aug 8 - Main BroadcastPanel: Understanding Formal Methods Tools, Techniques and OpportunitiesDisruption: Revolution, not EvolutionAn Army Perspective on Resilient Software SystemsWhat is Generative Optogenetics?Assured Micropatching HackathonDARPA Lift Challenge August 3 RecapDARPA Lift ChallengeTeam Atlanta’s Takeaways from DARPAs AIxCCTesting 1, 2, 3 Testing: Automatically Finding and Fixing Software Vulnerabilities at Scale & Speed
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All You Need Is a Fuzzing Brain: A Retrospective

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