RAMPART-FL: A Dataset for Offline Reinforcement Learning in Federated Participant Selection
Dataset Summary
This repository contains a dataset package generated by the RAMPART-FL framework, a system for researching Reinforcement Learning (RL) based participant selection in Federated Learning (FL) for intrusion detection. The data originates from a 400-round, 25-client simulation where an RL agent used a Multi-Criteria strategy to select clients.
This package provides two… See the full description on the dataset page: https://huggingface.co/datasets/LCS-FS/RAMPART-FL.
