certified-robustness

There are 0 repository under certified-robustness topic.

• AI-secure / CRFL

  CRFL: Certifiably Robust Federated Learning against Backdoor Attacks (ICML 2021)

  pytorchfederated-learningcertified-robustness
  Language:Python 69

• damon-demon / Black-Box-Defense

  Robustify Black-Box Models (ICLR'22 - Spotlight)

  adversarial-learningblack-box-defenseblackbox-optimizationcertified-defensecertified-robustnesszeroth-order-optimization
  Language:Python 24

• shizhouxing / Fast-Certified-Robust-Training

  [NeurIPS 2021] Fast Certified Robust Training with Short Warmup

  adversarial-machine-learningcertified-robustnessinterval-bound-propagation
  Language:Python 23

• zbh2047 / L_inf-dist-net-v2

  [ICLR 2022] Training L_inf-dist-net with faster acceleration and better training strategies

  adversarial-robustnesscertified-robustnesslipschitz-networkcertified-defensel-inf-dist-net
  Language:Cuda 22

• sokcertifiedrobustness / sokcertifiedrobustness.github.io

  Keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on popular datasets

  certified-robustnessgithub-pagesleaderboardsp2023
  Language:SCSS 17

• eth-sri / smoothing-ensembles

  [ICLR 2022] Boosting Randomized Smoothing with Variance Reduced Classifiers

  certified-robustnessrandomized-smoothingadversarial-robustness
  Language:Python 11

• eth-sri / drs

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

  adversarial-machine-learningcertified-robustnesstree-based-modelsdecision-stump-ensemblesrandomized-smoothing
  Language:Terra 4

• Theia-4869 / EMA-and-Ensemble-Lip-Networks

  Implementation of Boosting Certified $\ell_\infty$-dist Robustness with EMA Method and Ensemble Model

  deep-learningpytorchcertified-robustnessmodel-ensembleema
  Language:Python 4

• eth-sri / ACES

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

  adversarial-robustnesscertified-robustnessrandomized-smoothingadversarial-machine-learningdeep-neural-networks
  Language:Python 2