Xiangmin Shen
Northwestern Lab for Internet and Security Technology (LIST)

3410 Mudd Hall
2233 Tech Dr, 3rd Floor
Evanston, IL 60208
I’m a final year PhD candidate working with Prof. Yan Chen at Northwestern University Computer Science Department. I am broadly interested in system security and security measurement. My current research focuses on enhancing system security by applying AI techniques in defense and offense.
news
Feb 16, 2025 | We are pleased to announce the release of PentestAgent, an LLM-driven automated penetration testing framework. ![]() ![]() ![]() ![]() |
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Feb 04, 2025 | Our poster “LLM-Driven Automated Exploit Assessment for Penetration Testing” is accepted to appear in NDSS’25. ![]() ![]() |
Aug 30, 2024 | Our paper “Incorporating Gradients to Rules: Towards Lightweight, Adaptive Provenance-based Intrusion Detection” is accepted by NDSS’25. ![]() ![]() |
Dec 19, 2023 | Our paper “Decoding the MITRE Engenuity ATT&CK Enterprise Evaluation: An Analysis of EDR Performance in Real-World Environments” is accepted by AsiaCCS’24. ![]() ![]() |