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cs.AI2026
From Approval to Abuse: Privilege Escalation Attacks on Harness-Protected Coding Agents
Xianglin Yang, Yechao Zhang, Jiahao Liu +4
Coding agents use execution harnesses to constrain the consequences of prompt injection by enforcing permission boundaries. These systems deterministically intercept any out-of-san…
cs.AI2025
Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design
Zhi Zheng, Zhuoliang Xie, Zhenkun Wang +1
Handcrafting heuristics for solving complex optimization tasks (e.g., route planning and task allocation) is a common practice but requires extensive domain knowledge. Recently, La…