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CleverHans Lab

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  1. cleverhans cleverhans Public

    An adversarial example library for constructing attacks, building defenses, and benchmarking both

    Jupyter Notebook 6.3k 1.4k

  2. machine-unlearning machine-unlearning Public

    Python 187 40

  3. Proof-of-Learning Proof-of-Learning Public

    Python 47 12

  4. entangled-watermark entangled-watermark Public

    Python 46 12

  5. dataset-inference dataset-inference Public

    [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning

    Jupyter Notebook 32 9

  6. capc-iclr 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 prev…

    Python 26 6

Repositories

Showing 10 of 32 repositories
  • confidential-guardian Public

    We show that a model owner can artificially introduce uncertainty into their model and provide a corresponding detection mechanism.

    cleverhans-lab/confidential-guardian’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated May 5, 2025
  • cleverhans-lab/Gradients-Look-Alike-Sensitivity-is-Often-Overestimated-in-DP-SGD’s past year of commit activity
    Python 3 MIT 0 0 0 Updated Nov 20, 2024
  • cleverhans-lab/FairFeedbackLoops’s past year of commit activity
    Python 1 0 0 0 Updated Apr 30, 2024
  • cleverhans Public

    An adversarial example library for constructing attacks, building defenses, and benchmarking both

    cleverhans-lab/cleverhans’s past year of commit activity
    Jupyter Notebook 6,308 MIT 1,399 30 (2 issues need help) 15 Updated Apr 10, 2024
  • ml_reg_games Public
    cleverhans-lab/ml_reg_games’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Feb 7, 2024
  • PrivatePrompts Public

    Code for the differential learning algorithms for soft and discrete prompts.

    cleverhans-lab/PrivatePrompts’s past year of commit activity
    Python 1 MIT 1 0 0 Updated Nov 14, 2023
  • cleverhans-lab/machine-unlearning’s past year of commit activity
    Python 187 MIT 40 5 0 Updated Sep 22, 2023
  • DeCaPH Public
    cleverhans-lab/DeCaPH’s past year of commit activity
    Python 7 0 0 0 Updated Sep 11, 2023
  • cleverhans-lab/DatasetInferenceForSelfSupervisedModels’s past year of commit activity
    Python 5 4 1 0 Updated May 4, 2023
  • cleverhans-lab/Confidential-PROFITT’s past year of commit activity
    Java 0 0 0 0 Updated May 3, 2023

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