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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Ankur Singh

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Jul 2026

IssueTrojanBench: Benchmarking AI Coding Agents Against Malicious Issue Requests

A systematic evaluation of malicious issue requests against state-of-the-art coding agents powered by two major model families reveals critical vulnerabilities in the as-deployed modern coding agents, highlighting the urgent need for stronger agent- and model-level safety mechanisms to protect AI coding agents.

Ankur Singh, Jinqiu Yang, T. Chen · 2 citations

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