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Federated Learning in Pytorch from scratch with Approximate Byzantine Fault Detection

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fed-bft

This repository contains the related codes used to experiment and generate results in the paper submitted as a part of the Distributed Systems course (CS60002) in Indian Institute of Technology Kharagpur.


Following are the important contents of this repository

  1. distributed-learning - This folder contains the related notebook and the results used to experiment with multi GPU systems
  2. federated-byzantine - Federated Learning in Pytorch from scratch with Approximate Byzantine Fault Detection Algorithm

Authors

Name Roll No.
Debajyoti Dasgupta 18CS30051
Shubham Mishra 18CS10066
Sagnik Roy 18CS10063
Somnath Jena 18CS30047
Rounak Patra 18CS30048
Archisman Pathak 18CS30050

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Federated Learning in Pytorch from scratch with Approximate Byzantine Fault Detection

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