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CodeMimicry: Exploiting Safety Generalization Lag in Large Language Models via Structured Code Completion

Safety alignment lags in code domains enable automated jailbreaks through structured code completion, achieving 96.25% attack success across eight commercial LLMs.

Liang Zhen, Wentao Chen, Hai Huang

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 16 of 20 reviewers recommend it
lenient 5/5
medium 8/10
strict 3/5