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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 38

  2. adv-patch-paper-list adv-patch-paper-list Public

    A paper list for localized adversarial patch research

    143 10

  3. SSD SSD Public

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

    Python 134 27

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

    Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models

    Python 125 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 90 24

  6. PatchGuard PatchGuard Public

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

    Python 64 3

Repositories

Showing 10 of 63 repositories
  • crypto-secure-dv Public

    Augmenting domain control validation with cryptographic assurance for secure TLS certificate issuance.

    inspire-group/crypto-secure-dv’s past year of commit activity
    0 1 0 0 Updated Nov 14, 2024
  • RobustRAG Public
    inspire-group/RobustRAG’s past year of commit activity
    Python 10 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
  • PatchCURE Public
    inspire-group/PatchCURE’s past year of commit activity
    Python 3 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 125 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
    143 10 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
    21 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 1 0 0 0 Updated Oct 12, 2023

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