Jae Hong Seo*

Towards Certifiably Robust Face Recognition

"Adversarial perturbation is a severe threat to deep learning-based systems such as classification and recognition because it makes the system output wrong answers. Designing robust systems against adversarial perturbation in a certifiable manner is important, especially for security-related systems…