https://github.com/shehand/zetfri

https://github.com/shehand/zetfri

Last synced: 19 days ago
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• Host: GitHub
• URL: https://github.com/shehand/zetfri
• Owner: shehand
• Created: 2024-10-04T11:42:39.000Z (about 1 month ago)
• Default Branch: main
• Last Pushed: 2024-10-04T12:13:51.000Z (about 1 month ago)
• Last Synced: 2024-10-23T10:31:26.865Z (24 days ago)
• Language: Python
• Size: 4.88 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# ZeTFRi

This repository contains the major implementations of the ZeTFRi approach.

1. computeModelQuality.py - Contains the python implementation for the model quality calculation based on the loss difference on adjecent federated rounds.

2. DAGMMModel.py - Contians the python implementation for the DAGMM model as well as relevant helper functions to help the DAGMM model funtions.

3. freeRiders.py - Contains the python implementation for,

    - Advanced Delta Weights Attack

    - Additive Noising Attack

    As well as this file includes the free rider detection algorithm according to the proposed approach.

4. utilsFunctions.py - Contains the python implementation for helper functions.