conftrace_

randomized smoothing

87 papers

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Also known as

RS

Co-occurring keywords

certified robustness (116) adversarial robustness (1341) adversarial defense (325) robustness certification (47) neural network (6616) certified defense (34) adversarial attack (1621) adversarial perturbation (384) adversarial training (1262) robustness certificate (12)

Papers

DE-CROP: Data-Efficient Certified Robustness for Pretrained Classifiers WACV 2023
Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications ACL 2023
RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized Deletion NIPS 2023
Hierarchical Randomized Smoothing NIPS 2023
Randomized Message-Interception Smoothing: Gray-box Certificates for Graph Neural Networks NIPS 2022
Input-Specific Robustness Certification for Randomized Smoothing AAAI 2022
3DeformRS: Certifying Spatial Deformations on Point Clouds CVPR 2022
Certified Robustness via Randomized Smoothing over Multiplicative Parameters of Input Transformations IJCAI 2022
Invariance-Aware Randomized Smoothing Certificates NIPS 2022
DeformRS: Certifying Input Deformations with Randomized Smoothing AAAI 2022
Certified Robustness via Locally Biased Randomized Smoothing L4DC 2022
(De-)Randomized Smoothing for Decision Stump Ensembles NIPS 2022
Intriguing Properties of Input-Dependent Randomized Smoothing ICML 2022
Certified Adversarial Robustness Under the Bounded Support Set ICML 2022
Smoothed Embeddings for Certified Few-Shot Learning NIPS 2022
Double Sampling Randomized Smoothing ICML 2022
MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples NIPS 2022
GSmooth: Certified Robustness against Semantic Transformations via Generalized Randomized Smoothing ICML 2022
Robust Probabilistic Time Series Forecasting AISTATS 2022
Prompt Certified Machine Unlearning with Randomized Gradient Smoothing and Quantization NIPS 2022
Double Bubble, Toil and Trouble: Enhancing Certified Robustness through Transitivity NIPS 2022
Certified Neural Network Watermarks with Randomized Smoothing ICML 2022
Data dependent randomized smoothing UAI 2022
Preemptive Image Robustification for Protecting Users against Man-in-the-Middle Adversarial Attacks AAAI 2022
Efficient Robust Training via Backward Smoothing AAAI 2022