EurekAlert!9d
An approach for defending against severe poisoning attacks during Federated Learning aggregation
The team proposed a performance-based defending method, FedTop, which offers a flexible, robust defense mechanism.
Longview News-Journal26d
datma launches datma.FED: A Revolutionary Federated Marketplace for Healthcare Data
Through its federated model, custodians monetize their data while researchers access critical, ready-to-use datasets to enhance discovery and market strategies. "datma.FED represents a significant ...
TMCnet9d
WiMi Researches Reinforcement Learning-Based Blockchain Federated Learning Framework to Optimize Model Aggregation Strategy and Security
Reinforcement Learning is a machine learning approach that enables an intelligent agent to learn optimal strategies through interactions with the environment. In a blockchain-based federated learning ...
Morningstar9d
WiMi Researches Reinforcement Learning-Based Blockchain Federated Learning Framework to Optimize Model Aggregation Strategy and Security
In a blockchain-based federated learning framework utilizing reinforcement learning, the reinforcement learning algorithm can dynamically adjust the timing of model aggregation, selection of data ...