Yuchen Shi
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126
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Crypto×1AI×1
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2026
CSC: Turning the Adversary's Poison against Itself
The paper proposes Cluster Segregation Concealment (CSC), a novel defense that identifies and neutralizes backdoor triggers by relabeling poisoned samples to a virtual class, achieving near-zero attack success rates with minimal accuracy loss.
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cs.CRcs.AIRecentApr 23, 2026
CSC: Turning the Adversary's Poison against Itself
Yuchen Shi, Xin Guo, Huajie Chen, Tianqing Zhu +2 more
The paper proposes Cluster Segregation Concealment (CSC), a novel defense that identifies and neutralizes backdoor triggers by relabeling poisoned samples to a virtual class, achieving near-zero attac…
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