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  1. columbia/PrivateKube columbia/PrivateKube Public

    Privacy Budget Orchestration in Machine Learning Workloads (OSDI '21)

    Python 24 6

  2. columbia/turbo columbia/turbo Public

    Effective caching in differentially-private databases (SOSP '23)

    Python 11

  3. OpenMined/sycret OpenMined/sycret Public

    Function Secret Sharing library for Python and Rust with hardware acceleration (PETS '22)

    Rust 54 8

  4. columbia/cookiemonster columbia/cookiemonster Public

    Efficient On-device Budgeting for Differentially-Private Ad-Measurement Systems (SOSP '24)

    Jupyter Notebook 6

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

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

    Python 5 1

  6. columbia/dpack columbia/dpack Public

    DPack: Efficiency-Oriented Privacy Budget Scheduling (EuroSys '25)

    Python 1