Rethinking the Backward Propagation for Adversarial Transferability

1 code implementation • NeurIPS 2023 • Xiaosen Wang, Kangheng Tong, Kun He

input image and loss function so as to generate adversarial examples with higher transferability.

Triangle Attack: A Query-efficient Decision-based Adversarial Attack

1 code implementation • 13 Dec 2021 • Xiaosen Wang, Zeliang Zhang, Kangheng Tong, Dihong Gong, Kun He, Zhifeng Li, Wei Liu

Decision-based attack poses a severe threat to real-world applications since it regards the target model as a black box and only accesses the hard prediction label.

Adversarial Attack Dimensionality Reduction