Repositories list

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

  Public
  Python

  •

  MIT License

  •0•3•0•0•Updated Nov 20, 2024Nov 20, 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

  •38•167•5•0•Updated Sep 22, 2023Sep 22, 2023

• DeCaPH

  Public
  Python

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

• DatasetInferenceForSelfSupervisedModels

  Public
  Python

  •4•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

  •3•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

  •9•31•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

  •5•13•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•5•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•6•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

  •11•46•0•1•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