James Mullen is head of research at Edgescan, where he explores how AI is changing offensive security and vulnerability research. With a background in hands-on penetration testing, consultancy and R&D, James focuses on autonomous security testing, intelligent attack-surface discovery and AI-assisted vulnerability research. His work is grounded in a simple principle: AI can dramatically increase the speed and scale of security research, but findings still need to be proven, understood and validated.
