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adversarial-model-inversion

Code for "Neural Network Inversion in Adversarial Setting via Background Knowledge Alignment" (CCS 2019)

aijack

Security and Privacy Risk Simulator for Machine Learning

akka-remote-simple-scala

A simple akka remote example in Scala

byzantine-federeated-rl

code for NeurIPS2021 paper on Federated Reinforcement Learning with Byzantine Resilience

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

datapoisoning_fl

Code for Data Poisoning Attacks Against Federated Learning Systems

distributedgan

DistributedGAN

fasterai

FasterAI: Prune and Distill your models with FastAI and PyTorch

fed_iot_guard

Detection of IoT devices infected by malwares from their network communications, using federated machine learning

fedavg

Implement FedAvg algorithm based on Tensorflow

fedavgpy

On the Convergence of FedAvg on Non-IID Data

federated-learning

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

federated-learning-on-raspberry-pi

Federated Learning with Raspberry PI (PySyft)

gpetri.github.io

Web Site

imgclsmob

Sandbox for training deep learning networks

niid-bench

Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)

open-solution-toxic-comments

Open solution to the Toxic Comment Classification Challenge

paxoschain

Blockchain with Paxos consenus Implementation.

practicalsessions

NASSMA summer school practicals

privateml

Various material around private machine learning, some associated with blog

prunefl

This is the code repository for the following paper: "Model pruning enables efficient federated learning on edge devices".

pruningspmm

pytorch-classification

Classification with PyTorch.

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch_sparse

PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

real-cybersecurity-datasets

Public datasets to help you address various cyber security problems.

savecar

SaveCar application

securefl

selfie

An educational software system of a tiny self-compiling C compiler, a tiny self-executing RISC-V emulator, and a tiny self-hosting RISC-V hypervisor.

shrinkbench

PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.