Ph.D. student. Differential privacy, applied cryptography, distributed systems.
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Columbia University
- https://tholoniat.me
- @PierreTholoniat
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columbia/pdslib
columbia/pdslib PublicPrivate Data Service Library - Generic library for on-device DP budgeting
Rust 3
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columbia/PrivateKube
columbia/PrivateKube PublicPrivacy Budget Orchestration in Machine Learning Workloads (OSDI '21)
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columbia/turbo
columbia/turbo PublicEffective caching in differentially-private databases (SOSP '23)
Python 13
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OpenMined/sycret
OpenMined/sycret PublicFunction Secret Sharing library for Python and Rust with hardware acceleration (PETS '22)
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columbia/cookiemonster
columbia/cookiemonster PublicEfficient On-device Budgeting for Differentially-Private Ad-Measurement Systems (SOSP '24)
Python 8
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columbia/alibaba-dp-workload
columbia/alibaba-dp-workload PublicBenchmark for differential privacy budget schedulers, based on an Alibaba cluster trace. Used in DPack (EuroSys '25).
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