Search Results for author: Chengyan Fu

Found 1 papers, 0 papers with code

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

no code implementations8 Apr 2024 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 isotropic Gaussian noise to the input image and returning the majority votes over the base classifier.

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