/Security-and-Interpretability-ML

[S22] Security and Interpretability of Machine Learning algorithms course

Primary LanguageJupyter Notebook

Security-and-Interpretability-Machine-Learning

Author: Danis Alukaev
Email: d.alukaev@innopolis.university
Group: B19-DS-01

Structure of repository:

  1. ResNet CIFAR-10 classifier
  2. FGSM, PGD, C&W attacks and Adversarial training
  3. KDE defense and adaptive attack