XGBoost Federated Learning Using P2P Docker

This is repository for assignment Advanced Network Security. The nodes roles as Server and Client.

Full Documentation Here

https://helpful-vein-d29.notion.site/Dokumentasi-Federated-Learning-Menggunakan-XGBoost-dan-FedAVG-16f0e2032c9e806ba263dca917be7869?pvs=4

How to Use

Make sure u must have docker on your computer.

• Build docker-compose.yml

  docker-compose build

• Run docker-compose.yml

  docker-compose up

Example for Sending Files to Another Nodes

• List Running container

docker container ls

• Entering docker container bash

  docker exec -it <container-name> bash

• Change Directory to /files

  cd /files

• Make File Using nano

  nano <filename>

IMPORTANT!

on lokalml.py line 80, change the model name in nodes to model1.json, model2.json, and model3.json.