Pytorch implementation of the following locally private mechanisms:
- Gaussian Mechanism
- Analytic Gaussian Mechanism
- Piecewise Mechanism
- Multi-Dimensional Piecewise Mechanism
- Randomized Response with Prior
- Optimized Unary Encoding
-
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PyTorch implementation of a number of mechanisms in local differential privacy
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sisaman/LDP-mechanisms
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PyTorch implementation of a number of mechanisms in local differential privacy
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