Popular repositories Loading

1. ModelPoisoning ModelPoisoning Public

   Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470

   Python 148 38

2. SSD SSD Public

   SSD: A Unified Framework for Self-Supervised Outlier Detection [ICLR 2021]

   Python 129 28

3. adv-patch-paper-list adv-patch-paper-list Public

   A paper list for localized adversarial patch research

   120 9

4. membership-inference-evaluation membership-inference-evaluation Public

   Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models

   Python 114 18

5. hydra hydra Public

   Code and checkpoints of compressed networks for the paper titled "HYDRA: Pruning Adversarially Robust Neural Networks" (NeurIPS 2020) (https://arxiv.org/abs/2002.10509).

   Python 88 23

6. PatchGuard PatchGuard Public

   Code for paper "PatchGuard: A Provably Robust Defense against Adversarial Patches via Small Receptive Fields and Masking"

   Python 62 3