Open access
Aug 2026
L-ARLPT: An LLM-Augmented Reinforcement Learning Framework for Autonomous Penetration Testing
A Large Language Model-enhanced Autonomous Reinforcement Learning Penetration Testing framework that leverages the domain knowledge embedded in a Large Language Model to perform tactical planning, thereby pruning the original action space into a compact set of candidate actions.
Rufeng Zhan, Junyi Zhu, Yinghui Xu et al.
· Applied Sciences · 0 citations