Xueyu Yin
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2026
Fast and Lightweight Backdoor Detection via Head Random Probing
The paper proposes HTell, a fast and lightweight data-free backdoor detector that analyzes the abnormal response concentration of backdoored models on the target class using random latent probes applied directly to the prediction head.
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cs.CRcs.AIcs.LGRecentMay 17, 2026
Fast and Lightweight Backdoor Detection via Head Random Probing
Yinbo Yu, Xueyu Yin, Jing Fang, Chunwei Tian +3 more
The paper proposes HTell, a fast and lightweight data-free backdoor detector that analyzes the abnormal response concentration of backdoored models on the target class using random latent probes appli…
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