Certified Robustness under Heterogeneous Perturbations via Hybrid Randomized Smoothing

Blaise Delattre, Hengyu Wu, Paul Caillon +2

Randomized smoothing provides strong, model-agnostic robustness certificates, but existing guarantees are limited to single modalities, treating continuous and discrete inputs in i…