AI Blog

AI Blog

by Michele Laurelli

Adversarial Training

Technique
Definition

Training technique improving model robustness by including adversarial examples.

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

Examples

1

Defending against adversarial attacks

2

Robust image classification

3

Security enhancement

Michele Laurelli - AI Research & Engineering