400 citations · 664 across the 23 of their papers we have counts for
Showing 2020 · cs.LGShow all
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cs.LG2020
Bag of Tricks for Adversarial Training
Tianyu Pang, Xiao Yang, Yinpeng Dong +2
Adversarial training (AT) is one of the most effective strategies for promoting model robustness. However, recent benchmarks show that most of the proposed improvements on AT are l…
cs.LG2020
Towards Face Encryption by Generating Adversarial Identity Masks
Xiao Yang, Yinpeng Dong, Tianyu Pang +4
As billions of personal data being shared through social media and network, the data privacy and security have drawn an increasing attention. Several attempts have been made to all…
cs.LG2020
Boosting Adversarial Training with Hypersphere Embedding
Tianyu Pang, Xiao Yang, Yinpeng Dong +3
Adversarial training (AT) is one of the most effective defenses against adversarial attacks for deep learning models. In this work, we advocate incorporating the hypersphere embedd…