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
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










