A Survey of LLM-Driven Penetration Testing: Taxonomy, Co-Evolution, and Open Challenges

Zheyuan He, Jiaxun Dong, Zihao Li +6

Agents4Pentest, an emerging class of LLM-based autonomous penetration testing systems, has become a rapidly growing area in security research. Despite this growth, the field still…