Adversarial Training

Training technique improving model robustness by including adversarial examples.

In italiano: Adversarial Training

Augments training with adversarially perturbed examples. Models learn to be robust to small input perturbations. Improves security against adversarial attacks.

Examples

  • Defending against adversarial attacks
  • Robust image classification
  • Security enhancement