Code for NDSS 2021 Paper "Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses Against Federated Learning"

The open source vehicular network simulation framework.

Federated reinforcement learning applied to autonomous vehicle platoon control

Code for the case study presented in "Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Systems" accepted for publication in the IEEE Network Magazine …

FL-TP: Federated Learning-based Vehicle Trajectory Prediction Algorithm against Cyberattacks

Federated Learning-based Framework for Detecting Malicious Traffic in Autonomous Vehicles

Federated Learning for Object Detection in Autonomous Vehicles

A highly flexible blockchain architecture with great transaction performance.

Go implementation of the Data At Rest Encryption (DARE) format.

One-Time-Secret sharing platform with a symmetric 256bit AES encryption in the browser

Federated Deep Learning in PaddlePaddle

A Powerful and Lightweight Federated Learning Framework

This repo is about the following topics: federated learning, differential privacy and homomorphic encryption, using differents frameworks

Efficient Batch-wise Homomorphic Encryption Planning and Execution for Vertical Federated Learning

This a project that secures the data being used for machine learning as a service using various approaches -federated machine learning and homomorphic Encryption

Paddle with Decentralized Trust based on Xuperchain

The java sdk of xuperunion https://github.com/xuperchain/xuperunion

This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning framework with Committee consensus (BFLC). Without a centrali…

Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.

A Peer-to-Peer Payment System for Federated Learning

Galaxy Federated Learning Framework （星际联邦学习框架）

A distributed fedrated learning system on the blockchain.

Federated Learning Blockchain Web Demo

Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs o…