Detection as Regression: Certified Object Detection by Median Smoothing

Ping-yeh Chiang, Michael J. Curry, Ahmed Abdelkader +3

Despite the vulnerability of object detectors to adversarial attacks, very few defenses are known to date. While adversarial training can improve the empirical robustness of image…