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Princeton INSPIRE Research Group

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  1. ModelPoisoning ModelPoisoning Public

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

    Python 147 37

  2. SSD SSD Public

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

    Python 134 28

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

    A paper list for localized adversarial patch research

    128 9

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

    Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models

    Python 117 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

Repositories

Showing 10 of 62 repositories
  • inspire-group/RobustRAG’s past year of commit activity
    Python 5 1 0 0 Updated Sep 15, 2024
  • routing-aware-dns Public

    A program to resolve DNS based on BGP route age.

    inspire-group/routing-aware-dns’s past year of commit activity
    Python 1 0 0 0 Updated Sep 4, 2024
  • inspire-group/PatchCURE’s past year of commit activity
    Python 2 0 1 0 Updated Aug 3, 2024
  • membership-inference-evaluation Public

    Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models

    inspire-group/membership-inference-evaluation’s past year of commit activity
    Python 117 MIT 18 2 1 Updated Apr 9, 2024
  • open-mpic Public

    Open Multi Perspective Issuance Corroboration Project

    inspire-group/open-mpic’s past year of commit activity
    0 0 0 0 Updated Feb 15, 2024
  • adv-patch-paper-list Public

    A paper list for localized adversarial patch research

    inspire-group/adv-patch-paper-list’s past year of commit activity
    128 9 0 0 Updated Jan 2, 2024
  • quicstep Public
    inspire-group/quicstep’s past year of commit activity
    Python 1 1 0 0 Updated Oct 31, 2023
  • patch-defense-leaderboard Public

    A Leaderboard for Certifiable Robustness against Adversarial Patch Attacks

    inspire-group/patch-defense-leaderboard’s past year of commit activity
    19 3 0 0 Updated Oct 30, 2023
  • PAF_AT Public

    Repository for DLS paper "Parameterizing activation functions for adversarial robustness"

    inspire-group/PAF_AT’s past year of commit activity
    Python 0 0 0 0 Updated Oct 12, 2023
  • pki-resilience-processing Public

    Code to copute the resilience of TLS domains. See resilience-computation/README.md for more.

    inspire-group/pki-resilience-processing’s past year of commit activity
    Python 0 0 0 0 Updated Aug 1, 2023

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