faidrapts/randomized-smoothing-adv-sr

Randomized smoothing as an adversarial defense for inverse problems, applied to super-resolution, and compared to adversarial training.

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tonyduan/rs4a

Randomized Smoothing of All Shapes and Sizes (ICML 2020).

Language: Jupyter Notebook - Size: 2.38 MB - Last synced at: 11 days ago - Pushed at: over 4 years ago - Stars: 52 - Forks: 6

hammlab/PoisoningCertifiedDefenses

How Robust are Randomized Smoothing based Defenses to Data Poisoning? (CVPR 2021)

Language: Python - Size: 128 KB - Last synced at: 9 months ago - Pushed at: almost 4 years ago - Stars: 12 - Forks: 1

L1n111ya/Certified-Watermarking

Language: Python - Size: 216 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

AI4LIFE-GROUP/average-case-robustness

Characterizing Data Point Vulnerability via Average-Case Robustness, UAI 2024

Language: Python - Size: 38.9 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

jh-jeong/smoothing-multiscale

Code for the paper "Multi-scale Diffusion Denoised Smoothing" (NeurIPS 2023)

Language: Python - Size: 4.25 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 5 - Forks: 0

eth-sri/drs

[NeurIPS 2022] (De-)Randomized Smoothing for Decision Stump Ensembles

Language: Terra - Size: 4.14 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 1

sayakpaul/Denoised-Smoothing-TF

Minimal implementation of Denoised Smoothing (https://arxiv.org/abs/2003.01908) in TensorFlow.

Language: Jupyter Notebook - Size: 12.8 MB - Last synced at: 22 days ago - Pushed at: over 3 years ago - Stars: 20 - Forks: 1

jh-jeong/smoothmix

Code for the paper "SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness" (NeurIPS 2021)

Language: Roff - Size: 16.8 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 21 - Forks: 3

eth-sri/smoothing-ensembles

[ICLR 2022] Boosting Randomized Smoothing with Variance Reduced Classifiers

Language: Python - Size: 26.4 KB - Last synced at: 12 months ago - Pushed at: about 3 years ago - Stars: 10 - Forks: 1

eth-sri/ACES

[SRML@ICLR 2022] Robust and Accurate -- Compositional Architectures for Randomized Smoothing

Language: Python - Size: 7.05 MB - Last synced at: 12 months ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

jh-jeong/smoothing-consistency

Code for the paper "Consistency Regularization for Certified Robustness of Smoothed Classifiers" (NeurIPS 2020)

Language: Python - Size: 13.4 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 28 - Forks: 3