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Yougang Lyu, Lingyong Yan, Shuaiqiang Wang, Haibo Shi, Dawei Yin, Pengjie Ren, Zhumin Chen, Maarten de Rijke, Zhaochun Ren · 2024 · arXiv 2402.11176

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cs.CR 1

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2026 1

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ACCEPT 1

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Agentic Vulnerability Reasoning on Windows COM Binaries

cs.CR · 2026-05-06 · accept · novelty 7.0

SLYP agentic pipeline discovers race condition vulnerabilities in Windows COM binaries and generates debugger-verified PoCs, scoring 0.973 F1 on a 40-case benchmark and finding 28 new confirmed vulnerabilities in production services.

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  • Agentic Vulnerability Reasoning on Windows COM Binaries cs.CR · 2026-05-06 · accept · none · ref 29

    SLYP agentic pipeline discovers race condition vulnerabilities in Windows COM binaries and generates debugger-verified PoCs, scoring 0.973 F1 on a 40-case benchmark and finding 28 new confirmed vulnerabilities in production services.