Towards Sybil Resilience in Decentralized Learning

This repository contains the code for the paper "Towards Sybil Resilience in Decentralized Learning" by Thomas Werthenbach and Johan Pouwelse.

Usage

1. Ensure that you have installed the dependencies listed in requirements.txt.
2. Ensure that you have installed all Gumby dependencies as described in the Gumby repository.
3. Ensure that you have forked the Py-IPv8 repository.
4. Run the experiment using:
   IPV8_DIR=/path/to/ipv8/fork gumby/run.py gumby/experiments/DL_NIID/exp.conf

The experiment configurations can be found in the gumby/experiments directory. The settings.json files contains the configuration for the experiment. The das_exp.conf files contain the configuration for the DAS-6 supercomputer.