实现论文中的对抗攻击:
FGSM: Explaining and harnessing adversarial examples
BIM:Adversarial Examples in the Physical World
CW:Towards Evaluating the Robustness of Neural Networks
RFGSM:Ensemble Adversarial Traning: Attacks and Defences
PGD:Towards Deep Learning Models Resistant to Adversarial Attacks
PGDL2:Towards Deep Learning Models Resistant to Adversarial Attacks
MIFGSM:Boosting Adversarial Attacks with Momentum
TPGD:Theoretically Principled Trade-off between Robustness and Accuracy
APGD:Comment on "Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network"
FFGSM:Fast is better than free: Revisiting adversarial training
参考链接:
https://github.com/Harry24k/adversarial-attacks-pytorch
https://github.com/Harry24k/adversarial-attacks-pytorch/blob/master/demos/White%20Box%20Attack%20(ImageNet).ipynb
Adversarial Attack
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