DPBayes
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PLD-Accountant
PLD-Accountant PublicCode for computing tight guarantees for differential privacy
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dca-nips2017
dca-nips2017 PublicDifferentially private learning on distributed data (NIPS 2017)
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jax-chacha-prng
jax-chacha-prng PublicA cryptographically-secure pseudo-random number generator for JAX based on the 20 round ChaCha cipher.
Repositories
- Towards-Efficient-Scalable-Training-DP-DL Public
This repository contains the code to reproduce the experiments carried out in Towards Efficient and Scalable Training of Differentially Private Deep Learning.
DPBayes/Towards-Efficient-Scalable-Training-DP-DL’s past year of commit activity - noise-aware-dpvi Public
DPBayes/noise-aware-dpvi’s past year of commit activity - HPs_In_Score_Based_MIAs Public
DPBayes/HPs_In_Score_Based_MIAs’s past year of commit activity - d3p Public
An implementation of the differentially private variational inference algorithm for NumPyro.
DPBayes/d3p’s past year of commit activity - twinify Public
A software package for privacy-preserving generation of a synthetic twin to a given sensitive data set.
DPBayes/twinify’s past year of commit activity - Collaborative-Learning-with-DP-Synthetic-Twin-Data Public
Code base for the "Collaborative Learning From Distributed Data With Differentially Private Synthetic Twin Data" paper
DPBayes/Collaborative-Learning-with-DP-Synthetic-Twin-Data’s past year of commit activity
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