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1. flaim flaim Public

   Code for the paper 'FLAIM: AIM-based synthetic data generation in the federated setting'

   Python

2. facebookresearch/canife facebookresearch/canife Public archive

   Crafting canaries to measure empirical privacy of DP-FL training under a realistic threat model.

   Python 10 3

3. federated-boosted-dp-trees federated-boosted-dp-trees Public

   Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"

   Python 49 10

4. pure-LDP pure-LDP Public

   Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.

   Python 77 14

5. Apple-Differential-Privacy Apple-Differential-Privacy Public archive

   Apple Differential Privacy Implementation

   Jupyter Notebook 16 6