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1. columbia/pdslib columbia/pdslib Public

   Private Data Service Library - Generic library for on-device DP budgeting

   Rust 3

2. columbia/PrivateKube columbia/PrivateKube Public

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

   Python 25 6

3. columbia/turbo columbia/turbo Public

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

   Python 12

4. OpenMined/sycret OpenMined/sycret Public

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

   Rust 58 9

5. columbia/cookiemonster columbia/cookiemonster Public

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

   Python 7

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

   Benchmark for differential privacy budget schedulers, based on an Alibaba cluster trace. Used in DPack (EuroSys '25).

   Python 5 1