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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 6.5k 1.4k

  2. machine-unlearning machine-unlearning Public

    Python 204 44

  3. entangled-watermark entangled-watermark Public

    Python 52 12

  4. Proof-of-Learning Proof-of-Learning Public

    Python 49 12

  5. dataset-inference dataset-inference Public

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

    Jupyter Notebook 31 8

  6. unrolling-sgd unrolling-sgd Public

    code release for "Unrolling SGD: Understanding Factors Influencing Machine Unlearning" published at EuroS&P'22

    Python 25 2

Repositories

Showing 10 of 40 repositories
  • optifluence Public

    Optimized Privacy Canaries

    cleverhans-lab/optifluence's past year of commit activity
    Python 0 MIT 0 0 0 Updated Jul 9, 2026
  • camel-cua Public

    This repository contains the code for the paper: "CaMeLs Can Use Computers Too: System-level Security for Computer Use Agents".

    cleverhans-lab/camel-cua's past year of commit activity
    Python 7 MIT 1 0 0 Updated Jun 3, 2026
  • dp-raco Public
    cleverhans-lab/dp-raco's past year of commit activity
    Python 0 MIT 0 0 0 Updated Apr 26, 2026
  • oath-zk-online-fairness Public
    cleverhans-lab/oath-zk-online-fairness's past year of commit activity
    C++ 0 MIT 1 0 0 Updated Mar 2, 2026
  • sc-gap Public

    Code for our paper analyzing the looseness of the upper bound on selective classification performance.

    cleverhans-lab/sc-gap's past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Nov 18, 2025
  • 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 2 0 0 0 Updated Jun 2, 2025
  • suitability Public
    cleverhans-lab/suitability's past year of commit activity
    Jupyter Notebook 5 0 0 0 Updated May 29, 2025
  • Secure_Noise_Sampling_DP_CL Public
    cleverhans-lab/Secure_Noise_Sampling_DP_CL's past year of commit activity
    Python 3 1 0 0 Updated May 23, 2025
  • MLReg-PAP Public
    cleverhans-lab/MLReg-PAP's past year of commit activity
    0 0 0 0 Updated May 12, 2025
  • Gradients-Look-Alike-Sensitivity-is-Often-Overestimated-in-DP-SGD Public
    cleverhans-lab/Gradients-Look-Alike-Sensitivity-is-Often-Overestimated-in-DP-SGD's past year of commit activity
    Python 4 MIT 0 0 0 Updated Nov 20, 2024
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