2 papers
cs.CR2025
CoTDeceptor:Adversarial Code Obfuscation Against CoT-Enhanced LLM Code Agents
Haoyang Li, Mingjin Li, Jinxin Zuo +5
LLM-based code agents(e.g., ChatGPT Codex) are increasingly deployed as detector for code review and security auditing tasks. Although CoT-enhanced LLM vulnerability detectors are…
cs.CL2025
MADS: Multi-Agent Dialogue Simulation for Diverse Persuasion Data Generation
Mingjin Li, Yu Liu, Huayi Liu +4
We propose MADS (Multi-Agent Dialogue Simulation), a scalable framework for generating persuasive multi-turn dialogues via agent self-play. MADS employs three coordinated agents: U…