/adversarial-attacks

Implementations for several white-box and black-box attacks.

Primary LanguagePythonMIT LicenseMIT

Adversarial Attacks

Implementations for several white-box and black-box attacks, including: FGSM attack, PGD attack, CW attack and ZOO attack. Before running the codes, make sure that PreActResNet18.py and CIFAR10_PreActResNet18.checkpoint are in the same folder.

Experiment Report.pdf is the experiment report of my homework.