PRBench: A Standardized Probabilistic Robustness Benchmark

Yi Zhang, Zheng Wang, Zhen Chen +5

Deep learning models are notoriously vulnerable to imperceptible perturbations. Most existing research centers on adversarial robustness (AR), which evaluates models under worst-ca…