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leon022's Projects

dp-hyperparamtuning icon dp-hyperparamtuning

DP-HyperparamTuning offers an array of tools for fast and easy hypertuning of various hyperparameters for the DP-SGD algorithm.

edgepro icon edgepro

EdgePro: Edge Deep Learning Model Protection via Neuron Authorization

eve icon eve

Evil vs Evil: Using Adversarial Examples to Against Backdoor Attack in Federated Learning

leon022 icon leon022

Config files for my GitHub profile.

miar_m2 icon miar_m2

This repository contains the code for the M2 thesis on Homomorphic Encryption, Federated Learning and Secure Aggregation. Implemented Homomorphic Encryption schemes are CKKS and Gentry's.

poisoning_enhancement icon poisoning_enhancement

code is for our paper PoE: Poisoning Enhancement Through Label Smoothing in Federated Learning

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