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20182024
most citedOn Certifying Non-uniform Bound against Adversarial Attacks

9 citations · 9 across the 2 of their papers we have counts for

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Showing 2020Show all

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cs.LG2020

On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them

Chen Liu, Mathieu Salzmann, Tao Lin +2

We analyze the influence of adversarial training on the loss landscape of machine learning models. To this end, we first provide analytical studies of the properties of adversarial…