Search Results for author: Varun Rawal

Found 1 papers, 1 papers with code

Towards Frequency-Based Explanation for Robust CNN

1 code implementation6 May 2020 Zifan Wang, Yilin Yang, Ankit Shrivastava, Varun Rawal, Zihao Ding

We show that the vulnerability of the model against tiny distortions is a result of the model is relying on the high-frequency features, the target features of the adversarial (black and white-box) attackers, to make the prediction.

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