RoME: Robust Mixture of Low-Rank Experts against Multiple Adversarial Perturbations

Woo Jae Kim, Kyle Min, Suhyeon Ha +2

Multi-perturbation adversarial training (MAT) aims to achieve robustness against multiple ${\ell }_p$ perturbations but suffers from robustness trade-offs between different threats. T…