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Improving Fast Adversarial Training With Prior-Guided Knowledge

IEEE Transactions on Pattern Analysis and Machine Intelligence
Xiaojun Jia, Yong Zhang, Xingxing Wei
exaly  

ALAT: Adversarial Label-guided Adversarial Training

Pattern Recognition Letters
Nan Wang, Yong Yu 0009, Honghong Wang
openaire   +1 more source

Fast Propagation Is Better: Accelerating Single-Step Adversarial Training via Sampling Subnetworks

IEEE Transactions on Information Forensics and Security
Xiaojun Jia, Jianshu Li, Jindong Gu
exaly  

Revisiting and Exploring Efficient Fast Adversarial Training via LAW: Lipschitz Regularization and Auto Weight Averaging

IEEE Transactions on Information Forensics and Security
Xiaojun Jia, Yuefeng Chen, Jindong Gu
exaly  

Minimizing Adversarial Training Samples for Robust Image Classifiers: Analysis and Adversarial Example Generator Design

IEEE Transactions on Information Forensics and Security
Yulong Wang, Xin Yuan, Shenghong Li
exaly  

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