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May, 2024
通过邻域条件采样增强对抗性可转移性
Enhancing Adversarial Transferability Through Neighborhood Conditional Sampling
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Chunlin Qiu, Yiheng Duan, Lingchen Zhao, Qian Wang
TL;DR
使用轻量级计算依然能够高度传递的样本攻击方法(NCS)可生成高度传递的对抗性示例,并在计算成本上仅需要50%的要求,同时可与其他方法无缝集成以进一步提高传递性。
Abstract
transfer-based attacks
craft
adversarial examples
utilizing a white-box surrogate model to compromise various
black-box target models
, pos
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