Two Heads are Better than One: Towards Better Adversarial Robustness by Combining Transduction and Rejection

no code implementations • 27 May 2023 • Nils Palumbo, Yang Guo, Xi Wu, Jiefeng Chen, YIngyu Liang, Somesh Jha

Nevertheless, under recent strong adversarial attacks (GMSA, which has been shown to be much more effective than AutoAttack against transduction), Goldwasser et al.'s work was shown to have low performance in a practical deep-learning setting.

Adversarial Robustness