Tag: Rényi differential privacy

A new federated learning framework for chest X-ray analysis reports modest accuracy gains over existing methods while aligning explanations across ...

A new differentially private federated learning framework called DP-PFLR combines adaptive privacy budgeting, imbalance-aware re-weighting, and personalized aggregation to improve ...

Researchers at Lakehead University have built a federated spiking GAN that generates realistic synthetic EEG data for brain-computer interfaces while ...

Researchers have unveiled a federated learning framework that detects DDoS attacks across IoT networks with up to 96.95 percent accuracy ...

A new federated learning framework called FedEntGate uses entropy-aware dynamic gating and adaptive differential privacy to cut communication overhead by ...