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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

    156 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 137 26

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

    Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models

    Python 127 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 92 25

  6. PatchGuard PatchGuard Public

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

    Python 70 3

Repositories

Showing 10 of 67 repositories
  • QUICstep-PETS Public
    inspire-group/QUICstep-PETS’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Sep 9, 2025
  • PatchDEMUX Public

    Code for "PatchDEMUX: A Certifiably Robust Framework for Multi-label Classifiers Against Adversarial Patches"

    inspire-group/PatchDEMUX’s past year of commit activity
    Python 3 0 0 0 Updated Sep 1, 2025
  • 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
    156 10 0 0 Updated Jul 28, 2025
  • variation-regularization Public

    Official code for the paper "Formulating Robustness Against Unforeseen Attacks"

    inspire-group/variation-regularization’s past year of commit activity
    Jupyter Notebook 7 1 0 0 Updated Apr 21, 2025
  • DP-ICL Public
    inspire-group/DP-ICL’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Feb 11, 2025
  • inspire-group/continual_robust_training’s past year of commit activity
    Python 1 0 0 0 Updated Feb 6, 2025
  • 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 20 4 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 5 0 1 0 Updated Aug 2, 2024

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