3 papers
cs.AI2025
RefPentester: A Knowledge-Informed Self-Reflective Penetration Testing Framework Based on Large Language Models
Hanzheng Dai, Yuanliang Li, Jun Yan +1
Automated penetration testing (AutoPT) powered by large language models (LLMs) has gained attention for its ability to automate ethical hacking processes and identify vulnerabiliti…
eess.SY2025
Deep Reinforcement Learning-Based Bidding Strategies for Prosumers Trading in Double Auction-Based Transactive Energy Market
Jun Jiang, Yuanliang Li, Luyang Hou +4
With the large number of prosumers deploying distributed energy resources (DERs), integrating these prosumers into a transactive energy market (TEM) is a trend for the future smart…
cs.AI2024
Knowledge-Informed Auto-Penetration Testing Based on Reinforcement Learning with Reward Machine
Yuanliang Li, Hanzheng Dai, Jun Yan
Automated penetration testing (AutoPT) based on reinforcement learning (RL) has proven its ability to improve the efficiency of vulnerability identification in information systems.…