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Yi-Dou Chen

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#artificial intelligence Preprint Oct 2026

Towards Merging-conditional Backdoor Unalignment against Large Language Models

Model merging has become widely adopted for enhancing the task-specific performance of Large Language Models (LLMs) without additional training. While the specialized model from third-party platforms may undergo safety audits (e.g., backdoor detection), we reveal a novel and critical threat: One-sided Merging-Condition...

Yu-Kun Chen, Yi-Dou Chen, Yi-Ming Li et al. · 0 citations

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