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Zhiyuan Yu

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Preprint Jul 2026

TextCloak: Thwarting Unauthorized LLM Exploitation via RL-Driven Unlearnable Text

Comprehensive experiments demonstrate that TextCloak consistently impairs unauthorized fine-tuning while maintaining text utility for legitimate use, highlighting its broad applicability as a practical defense against unauthorized LLM exploitation.

Chengshuai Zhao, Pingchuan Ma, Dawei Li et al. · 0 citations