481 citations · 1.3k across the 30 of their papers we have counts for
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cs.LG2020
On Connections between Regularizations for Improving DNN Robustness
Yiwen Guo, Long Chen, Yurong Chen +1
This paper analyzes regularization terms proposed recently for improving the adversarial robustness of deep neural networks (DNNs), from a theoretical point of view. Specifically,…
cs.LG2018★ 94 cited
Sparse DNNs with Improved Adversarial Robustness
Yiwen Guo, Chao Zhang, Changshui Zhang +1
Deep neural networks (DNNs) are computationally/memory-intensive and vulnerable to adversarial attacks, making them prohibitive in some real-world applications. By converting dense…