Reference

Semidefinite relaxations for certifying robustness to adversarial examples, Aditi Raghunathan, Jacob Steinhardt, Percy S. Liang. (2018)

Abstract

Research on adversarial examples are evolved in arms race between defenders who attempt to train robust networks and attackers who try to prove them wrong. This has spurred interest in methods for...