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  1. columbia/PrivateKube columbia/PrivateKube Public

    Privacy Budget Orchestration in Machine Learning Workloads

    Python 20 5

  2. columbia/alibaba-dp-workload columbia/alibaba-dp-workload Public

    Benchmark for differential privacy budget schedulers, based on an Alibaba cluster trace

    Python 4 1

  3. columbia/turbo columbia/turbo Public

    Effective caching in differentially-private databases

    Python 10

  4. OpenMined/sycret OpenMined/sycret Public

    Function Secret Sharing library for Python and Rust with hardware acceleration

    Rust 47 9

  5. pytorch/opacus pytorch/opacus Public

    Training PyTorch models with differential privacy

    Jupyter Notebook 1.6k 317

  6. cloudflare/daphne cloudflare/daphne Public

    Implementation of DAP

    Rust 108 23