Author

Zhao-Run Chen

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#artificial intelligence Preprint Sep 2026

AgentXploit: Autonomous Repository-to-Runtime Red-Teaming for AI Agents

This work presents AgentXploit, a two-role auditing system that separates repository-level attack-path discovery from runtime exploitation and introduces AgentXploit-Bench, containing 72 reproducible vulnerabilities across 12 open-source AI-agent systems and frameworks.

Wei-Da Liang, Shi Qiu, Zhun Wang et al. · 0 citations

Jul 2026

Twin Agent: Context Residual Compression for Privilege Separated Agents

This work proposes Twin Agent, a general privilege separation design pattern inspired by residual coding in the agent context that preserves high task utility while preventing prompt injection attacks, outperforming both undefended agents and privilege separation baselines.

Zhan-Hao Hu, Dennis Jacob, Xiao Huang et al. · arXiv.org · 0 citations