token-level-generalization

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Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral Detection

Hugging Face Daily Papers · 2026-05-28 Cached

This paper characterizes backdoors in LoRA adapters that activate at the token feature level, and proposes behavioral and weight-level detection methods. The backdoor generalizes across related token patterns but not structurally identical ones, and detection methods show strong separation.

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