federated-learning-simulator

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lishenghui / blades

⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning

distributed-systems robust-optimization federated federated-learning robust-machine-learning byzantine-fault-tolerance federated-learning-framework fedavg federated-learning-simulator robust-federated-learning model-poisoning-attack

Updated Aug 8, 2024
Python

federicocaroli / FedBlockParadox

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A Python simulator for decentralized federated learning systems, supporting PoW, PoS, and committee-based consensus, multiple validation and aggregation methods, and malicious trainer behaviors like label flipping. Enables IID and N-IID data setups for flexible testing and analysis of system resilience.

blockchain python3 proof-of-stake proof-of-work federated-learning federated-learning-simulator