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cs.CR2026
Understanding and Exploiting Initialization Anchoring Weakness in Feedback-Based Agent Planning
Chuanchao Zang, Jianing Wang, Wenyu Chen +6
Feedback-based planning improves agent reliability by incorporating tool observations and corrective feedback. However, its protection may not be distributed uniformly across plann…
cs.CR2026
Not All Tokens Are Created Equal: Query-Efficient Jailbreak Fuzzing for LLMs
Wenyu Chen, Xiangtao Meng, Chuanchao Zang +6
Large Language Models(LLMs) are widely deployed, yet are vulnerable to jailbreak prompts that elicit policy-violating outputs. Although prior studies have uncovered these risks, th…