2. Evasion Attacks#
Welcome to the Evasion Attacks tutorials. In this section, you’ll find:
- 2.1. Targeted vs. Untargeted PGD attacks
- 2.2. PGD Attack with TensorBoard Tracking
- 2.3. Restarts and Ensembles: Evaluating Robustness with Multiple PGD Runs
- 2.4. Defeating Zero Gradients: Using PGD with a Different Loss
- 2.5. Defeating Noisy Gradients: Using PGD with Expectation over Transformation (EoT)
- 2.6. Adversarial Patch Attacks