评分 6.6 · 来源：cs.AI updates on arXiv.org · 发布于 2026-04-08
评分依据：LLM自动化渗透测试的综合分析
arXiv:2604.05719v1 Announce Type: cross Abstract: The rapid advancement of Large Language Models (LLMs) has created new opportunities for Automated Penetration Testing (AutoPT), spawning numerous frameworks aimed at achieving end-to-end autonomous attacks. However, despite the proliferation of related studies, existing research generally lacks systematic architectural analysis and large-scale empirical comparisons under a unified benchmark. Therefore, this paper presents the first Systematization of Knowledge (SoK) focusing on the architectural design and comprehensive empirical evaluation of