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    31 repositories

    • Gradients-Look-Alike-Sensitivity-is-Often-Overestimated-in-DP-SGD

      Public
      Python
      •
      MIT License
      •0•3•0•0•Updated Jun 9, 2024Jun 9, 2024

    • FairFeedbackLoops

      Public
      Python
      •0•1•0•0•Updated Apr 30, 2024Apr 30, 2024

    • cleverhans

      Public
      An adversarial example library for constructing attacks, building defenses, and benchmarking both
      securitybenchmarkingmachine-learning
      Jupyter Notebook
      •
      MIT License
      •1.4k•6.2k•30•15•Updated Apr 10, 2024Apr 10, 2024

    • ml_reg_games

      Public
      Python
      •
      MIT License
      •0•0•0•0•Updated Feb 7, 2024Feb 7, 2024

    • PrivatePrompts

      Public
      Code for the differential learning algorithms for soft and discrete prompts.
      Python
      •
      MIT License
      •1•1•0•0•Updated Nov 14, 2023Nov 14, 2023

    • machine-unlearning

      Public
      Python
      •
      MIT License
      •35•162•5•0•Updated Sep 22, 2023Sep 22, 2023

    • DeCaPH

      Public
      Python
      •0•7•0•0•Updated Sep 11, 2023Sep 11, 2023

    • DatasetInferenceForSelfSupervisedModels

      Public
      Python
      •3•5•1•0•Updated May 4, 2023May 4, 2023

    • Confidential-PROFITT

      Public
      Java
      •0•0•0•0•Updated May 3, 2023May 3, 2023

    • verifiable-unlearning

      Public
      Python
      •
      MIT License
      •2•15•0•0•Updated Mar 20, 2023Mar 20, 2023

    • impartiality_viz

      Public
      HTML
      •0•0•0•0•Updated Feb 17, 2023Feb 17, 2023

    • sc-nntd

      Public
      0•0•0•0•Updated Feb 1, 2023Feb 1, 2023

    • private-multi-winner-voting

      Public
      New privacy-preserving mechanisms for multi-label classification.
      Python
      •
      MIT License
      •0•1•0•0•Updated Dec 9, 2022Dec 9, 2022

    • practical-attacks-against-pol

      Public
      Python
      •1•0•0•0•Updated Oct 27, 2022Oct 27, 2022

    • FRAUD-Detect

      Public
      Official implementation of Washing The Unwashable : On The (Im)possibility of Fairwashing Detection, NeurIPS 2022
      Python
      •1•4•0•0•Updated Oct 25, 2022Oct 25, 2022

    • dataset-inference

      Public
      [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning
      Jupyter Notebook
      •8•30•0•0•Updated Oct 10, 2022Oct 10, 2022

    • monte-carlo-adv

      Public
      Python
      •0•1•1•0•Updated Sep 20, 2022Sep 20, 2022

    • Forging

      Public
      Jupyter Notebook
      •0•1•0•0•Updated Aug 25, 2022Aug 25, 2022

    • capc-demo

      Public
      capc-demo
      Jupyter Notebook
      •2•4•0•0•Updated Jul 24, 2022Jul 24, 2022

    • model-extraction-iclr

      Public
      Python
      •
      MIT License
      •4•12•1•0•Updated Jul 11, 2022Jul 11, 2022

    • ssl-attacks-defenses

      Public
      On the Difficulty of Defending Self-Supervised Learning against Model Extraction
      Python
      •
      MIT License
      •0•4•0•0•Updated Jun 27, 2022Jun 27, 2022

    • huggingface-transformers

      Public
      🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
      Python
      •
      Apache License 2.0
      •27k•2•0•0•Updated May 16, 2022May 16, 2022

    • capc-iclr

      Public
      CaPC is a method that enables collaborating parties to improve their own local heterogeneous machine learning models in a setting where both confidentiality and privacy need to be preserved to prevent explicit and implicit sharing of private data.
      Python
      •
      MIT License
      •6•26•0•0•Updated Mar 16, 2022Mar 16, 2022

    • Zest-Model-Distance

      Public
      Python
      •1•5•0•0•Updated Mar 14, 2022Mar 14, 2022

    • unrolling-sgd

      Public
      code release for "Unrolling SGD: Understanding Factors Influencing Machine Unlearning" published at EuroS&P'22
      Python
      •
      MIT License
      •2•22•0•0•Updated Mar 13, 2022Mar 13, 2022

    • SAT-selective-cls

      Public
      Self-Adaptive Traning for Selective Classification.
      Python
      •
      MIT License
      •4•0•0•0•Updated Jan 5, 2022Jan 5, 2022

    • capc-privacy

      Public
      CaPC with privacy only and without private inference.
      Python
      •0•0•0•0•Updated Nov 10, 2021Nov 10, 2021

    • Proof-of-Learning

      Public
      Python
      •9•43•0•0•Updated Oct 19, 2021Oct 19, 2021

    • entangled-watermark

      Public
      Python
      •10•44•3•0•Updated Feb 27, 2021Feb 27, 2021

    • deepfake_attribution

      Public
      Python
      •1•5•0•0•Updated Jan 27, 2021Jan 27, 2021