Xuewen Zhang
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126
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Crypto×1AI×1
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2026
Lightweight and Fast Backdoor Model Detection
The paper proposes DFBScanner, a lightweight static parameter inspection framework that detects backdoor attacks by analyzing anomalous parameter updates in the final classification layer, achieving fast and generalizable detection.
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Papers
cs.CRcs.AIRecentMay 17, 2026
Lightweight and Fast Backdoor Model Detection
Yinbo Yu, Jing Fang, Xuewen Zhang, Chunwei Tian +3 more
The paper proposes DFBScanner, a lightweight static parameter inspection framework that detects backdoor attacks by analyzing anomalous parameter updates in the final classification layer, achieving f…
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