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