Certified PEFTSmoothing: Parameter-Efficient Fine-Tuning with Randomized Smoothing

Chengyan Fu, Wenjie Wang

Randomized smoothing is the primary certified robustness method for accessing the robustness of deep learning models to adversarial perturbations in the l2-norm, by adding isotropi…