Samuel-Maddock

PhD Student @ University of Warwick

University of WarwickUnited Kingdom

Pinned Repositories

canife
Crafting canaries to measure empirical privacy of DP-FL training under a realistic threat model.
Language:Python10 5 13
Apple-Differential-Privacy
Apple Differential Privacy Implementation
Language:Jupyter Notebook16 2 17
canife
Crafting canaries to measure empirical privacy of DP-FL training under a realistic threat model.
Language:Python0 0 00
federated-boosted-dp-trees
Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"
Language:Python42 1 410
flaim
Code for the paper 'FLAIM: AIM-based synthetic data generation in the federated setting'
0 1 00
FLSim
Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such as vision and text.
Language:Python0 0 00
pure-LDP
Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.
Language:Python71 2 412
Stickiton
A sticky-note app powered by Electron 📌
Language:JavaScript0 1 00
StrawPoll-Java-API
A lightweight Java API Wrapper for StrawPoll.me
Language:Java1 3 31
Zilean
A League of Legends Discord bot that displays live game data and other statistics ⏳
Language:Python2 1 00

Samuel-Maddock/pure-LDP
Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.
Language:Python71 2 412
Samuel-Maddock/federated-boosted-dp-trees
Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"
Language:Python42 1 410
Samuel-Maddock/Apple-Differential-Privacy
Apple Differential Privacy Implementation
Language:Jupyter Notebook16 2 17
Samuel-Maddock/Zilean
A League of Legends Discord bot that displays live game data and other statistics ⏳
Language:Python2 1 00
Samuel-Maddock/StrawPoll-Java-API
A lightweight Java API Wrapper for StrawPoll.me
Language:Java1 3 31
Samuel-Maddock/canife
Crafting canaries to measure empirical privacy of DP-FL training under a realistic threat model.
Language:Python0 0 00
Samuel-Maddock/flaim
Code for the paper 'FLAIM: AIM-based synthetic data generation in the federated setting'
0 1 00
Samuel-Maddock/FLSim
Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such as vision and text.
Language:Python0 0 00
Samuel-Maddock/Stickiton
A sticky-note app powered by Electron 📌
Language:JavaScript0 1 00