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Fu-Kang Zhu

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#natural language process... Preprint Aug 2026

Beyond the Payload: How User Invocation Shapes Coding Agent Vulnerability to Repository Poisoning

CIPR (Coding In Poisoned Repos), the first benchmark that systematically varies PLCs in poisoned real-world repositories, is introduced and highlights that coding agent vulnerability is not a static property, but a dynamic outcome shaped by everyday user configurations.

Fu-Kang Zhu, Binbin Zhao, Ruixiao Lin et al. · 0 citations