SelfOp: An Optimization Algorithm for Self-Improving Security Agents

Saad Ullah, Yigitcan Kaya, Christopher Kruegel +2

LLM agents are increasingly used for security tasks: vulnerability discovery, exploit reproduction, and patch generation. Improving them at the model level demands expert demonstra…