Ph.D. student. Differential privacy, applied cryptography, distributed systems.
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Columbia University
- https://tholoniat.me
- @PierreTholoniat
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columbia/PrivateKube
columbia/PrivateKube PublicPrivacy Budget Orchestration in Machine Learning Workloads
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columbia/alibaba-dp-workload
columbia/alibaba-dp-workload PublicBenchmark for differential privacy budget schedulers, based on an Alibaba cluster trace
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columbia/turbo
columbia/turbo PublicEffective caching in differentially-private databases
Python 10
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OpenMined/sycret
OpenMined/sycret PublicFunction Secret Sharing library for Python and Rust with hardware acceleration
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pytorch/opacus
pytorch/opacus PublicTraining PyTorch models with differential privacy
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