Feature-Space Smoothing: Certified Robustness of Deep Representations

Song Xia, Meiwen Ding, Chenqi Kong +2

Modern deep learning models exhibit strong capabilities across diverse applications, yet remain vulnerable to malicious inputs that induce erroneous predictions via feature-space d…