17 citations · 27 across the 13 of their papers we have counts for
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cs.LG2021
Subspace Adversarial Training
Tao Li, Yingwen Wu, Sizhe Chen +2
Single-step adversarial training (AT) has received wide attention as it proved to be both efficient and robust. However, a serious problem of catastrophic overfitting exists, i.e.,…
cs.LG2021
Measuring the Transferability of Attacks by the Norm
Sizhe Chen, Qinghua Tao, Zhixing Ye +1
Deep neural networks could be fooled by adversarial examples with trivial differences to original samples. To keep the difference imperceptible in human eyes, researchers bound the…