Adversarial ML

Dynamic Transformer Provide a False Sense of Efficiency
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Yiming Chen, Simin Chen, Zexin Li, Wei Yang, Cong Liu, Robby Tan, Haizhou Li
The Dark Side of Dynamic Routing Neural Networks: Towards Efficiency Backdoor Injection
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Simin Chen, Hanlin Chen, Mirazul Haque, Cong Liu, Wei Yang
Sibling-Attack: Rethinking Transferable Adversarial Attacks against Face Recognition
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Zexin Li, Bangjie Yin, Taiping Yao, Junfeng Guo, Shouhong Ding, Simin Chen, Cong Liu
NICGSlowDown: Evaluating the Efficiency Robustness of Neural Caption Generation Models
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Simin Chen, Zihe Song, Mirazul Haque, Cong Liu, Wei Yang
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