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    62 repositories

    • RobustRAG

      Public
      Python
      •1•7•0•0•Updated Sep 15, 2024Sep 15, 2024

    • routing-aware-dns

      Public
      A program to resolve DNS based on BGP route age.
      Python
      •0•1•0•0•Updated Sep 4, 2024Sep 4, 2024

    • PatchCURE

      Public
      Python
      •0•2•1•0•Updated Aug 3, 2024Aug 3, 2024

    • membership-inference-evaluation

      Public
      Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models
      Python
      •
      MIT License
      •18•122•2•1•Updated Apr 9, 2024Apr 9, 2024

    • open-mpic

      Public
      Open Multi Perspective Issuance Corroboration Project
      0•0•0•0•Updated Feb 15, 2024Feb 15, 2024

    • adv-patch-paper-list

      Public
      A paper list for localized adversarial patch research
      10•140•0•0•Updated Jan 2, 2024Jan 2, 2024

    • quicstep

      Public
      Python
      •1•1•0•0•Updated Oct 31, 2023Oct 31, 2023

    • patch-defense-leaderboard

      Public
      A Leaderboard for Certifiable Robustness against Adversarial Patch Attacks
      3•21•0•0•Updated Oct 30, 2023Oct 30, 2023

    • PAF_AT

      Public
      Repository for DLS paper "Parameterizing activation functions for adversarial robustness"
      Python
      •0•0•0•0•Updated Oct 12, 2023Oct 12, 2023

    • pki-resilience-processing

      Public
      Code to copute the resilience of TLS domains. See resilience-computation/README.md for more.
      Python
      •0•0•0•0•Updated Aug 1, 2023Aug 1, 2023

    • pki-topology-simulator

      Public
      Topology simulations based on modeling on quicksand for Internet topology simulations related to the PKI.
      Python
      •0•0•0•0•Updated Aug 1, 2023Aug 1, 2023

    • DP-RandP

      Public
      [NeurIPS 2023] Differentially Private Image Classification by Learning Priors from Random Processes
      Python
      •
      MIT License
      •1•11•0•0•Updated Jun 12, 2023Jun 12, 2023

    • tta_risk

      Public
      Python
      •
      MIT License
      •1•9•2•0•Updated Jun 6, 2023Jun 6, 2023

    • dns-lookup-data

      Public
      Full-graph DNS lookup data collected from domains in Let's Encrypt logs.
      0•0•0•0•Updated May 22, 2023May 22, 2023

    • PatchCleanser

      Public
      Code for "PatchCleanser: Certifiably Robust Defense against Adversarial Patches for Any Image Classifier"
      Python
      •
      MIT License
      •7•34•0•0•Updated May 17, 2023May 17, 2023

    • multirobustbench

      Public
      Python
      •2•0•0•0•Updated May 9, 2023May 9, 2023

    • multirobustbench.github.io

      Public
      JavaScript
      •1•0•0•0•Updated May 9, 2023May 9, 2023

    • unlearning-verification

      Public
      verifying machine unlearning by backdooring
      Python
      •1•18•0•1•Updated Mar 25, 2023Mar 25, 2023

    • multiclass_robust_lb

      Public
      Python
      •0•0•0•0•Updated Feb 21, 2023Feb 21, 2023

    • Rotation_BD

      Public
      Code for "Just Rotate it: Deploying Backdoor Attacks via Rotation Transformation"
      Python
      •
      MIT License
      •0•5•0•0•Updated Jan 4, 2023Jan 4, 2023

    • log-loss-lower-bounds

      Public
      Python
      •1•0•0•0•Updated Dec 30, 2022Dec 30, 2022

    • 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
      •23•90•0•0•Updated Dec 22, 2022Dec 22, 2022

    • variation-regularization

      Public
      Official code for the paper "Formulating Robustness Against Unforeseen Attacks"
      Jupyter Notebook
      •1•7•0•0•Updated Oct 31, 2022Oct 31, 2022

    • ModelPoisoning

      Public
      Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470
      Python
      •37•147•4•0•Updated Oct 3, 2022Oct 3, 2022

    • MIAdefenseSELENA

      Public
      [USENIX Security 2022] Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture
      Python
      •
      MIT License
      •4•16•0•0•Updated Aug 29, 2022Aug 29, 2022

    • robustbench

      Public
      RobustBench: a standardized adversarial robustness benchmark [NeurIPS'21 Benchmarks and Datasets Track]
      Python
      •
      Other
      •99•0•0•0•Updated Aug 11, 2022Aug 11, 2022

    • DetectorGuard

      Public
      Code for "DetectorGuard: Provably Securing Object Detectors against Localized Patch Hiding Attacks"
      Python
      •
      MIT License
      •0•14•0•0•Updated Jul 13, 2022Jul 13, 2022

    • ObjectSeeker

      Public
      Code for "ObjectSeeker: Certifiably Robust Object Detection against Patch Hiding Attacks via Patch-agnostic Masking"
      Python
      •
      MIT License
      •2•10•0•0•Updated Jul 13, 2022Jul 13, 2022

    • PatchGuard

      Public
      Code for paper "PatchGuard: A Provably Robust Defense against Adversarial Patches via Small Receptive Fields and Masking"
      Python
      •
      MIT License
      •3•64•0•0•Updated Jul 13, 2022Jul 13, 2022

    • LabelDP

      Public
      [PETS 2022] Machine Learning with Differentially Private Labels: Mechanisms and Frameworks
      Python
      •
      MIT License
      •1•1•0•0•Updated Jul 12, 2022Jul 12, 2022