Sy-FAR: Symmetry-based Fair Adversarial Robustness

Haneen Najjar, Eyal Ronen, Mahmood Sharif

Security-critical machine-learning (ML) systems, such as face-recognition systems, are susceptible to adversarial examples, including real-world physically realizable attacks. Vari…