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Samuel Maddock's Projects

canife icon canife

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

flaim icon flaim

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

flsim icon 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.

pure-ldp icon pure-ldp

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

zilean icon zilean

A League of Legends Discord bot that displays live game data and other statistics ⏳

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