CFA: Class-Wise Calibrated Fair Adversarial Training

Author:

Wei Zeming1,Wang Yifei1,Guo Yiwen2,Wang Yisen3

Affiliation:

1. School of Mathematical Sciences, Peking University

2. Independent Researcher

3. School of Intelligence Science and Technology, Peking University,National Key Lab of General Artificial Intelligence

Funder

National Key R&D Program of China

National Natural Science Foundation of China

Publisher

IEEE

Reference32 articles.

1. Averaging weights leads to wider optima and better generalization;izmailov;UAI,2018

2. Identity mappings in deep residual networks;he;ECCV,2016

3. Understanding adversarial attacks on deep learning based medical image analysis systems;ma;Pattern Recognition,2020

4. Attacks which do not kill training make adversarial learning stronger;zhang;ICML,2020

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