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@inspire-group

Princeton INSPIRE Research Group

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  1. adv-patch-paper-list adv-patch-paper-list Public

    A paper list for localized adversarial patch research

    158 10

  2. ModelPoisoning ModelPoisoning Public

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

    Python 151 38

  3. SSD SSD Public

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

    Python 138 26

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

    Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models

    Python 129 20

  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 91 25

  6. PatchGuard PatchGuard Public

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

    Python 71 3

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