Asynchronous proximal federated aggregation for heterogeneous healthcare networks. [PDF]
Sreelakshmi M, Delhibabu R.
europepmc +1 more source
FedAK: a semi-supervised one-shot framework for heterogeneous federated learning via feature-level attention-based knowledge distillation. [PDF]
Salman H +5 more
europepmc +1 more source
HybridTrust: on-device federated learning with crypto-agile security for legacy and quantum-safe medical devices. [PDF]
Khan UH +5 more
europepmc +1 more source
Federated TinyML and digital twin framework for secure and resilient IoMT-based ICU monitoring. [PDF]
Khan UH +5 more
europepmc +1 more source
A hierarchical federated learning framework with FedNova, game-theoretic matching, and QKD-assisted privacy for the internet of vehicles. [PDF]
Jai Vinita L, Vetriselvi V.
europepmc +1 more source
Multi-scenario evaluation of federated learning for privacy-preserving malaria prediction with Ghana DHS data. [PDF]
Kovor DK, Osei EO.
europepmc +1 more source
Federated Random Forest on Non-IID Data
Penjan Antonio Eng Lim, Cheong-Hee Park
openaire +1 more source
Federated Anomaly Detection for IoT-Enabled EV Charging Cybersecurity Under Aggressive and Stealth Cyberattacks. [PDF]
Al Qwaid M, Ramasamy G, Hossen MS.
europepmc +1 more source
Communication-Efficient Federated Learning with Dual-Sided Sparse Aggregation for Edge Sensing Systems. [PDF]
Zhao H, Li J.
europepmc +1 more source
GA-AFedOD: gradient-aligned active federated learning for resource-aware object detection in edge industrial IoT. [PDF]
Wang Z, Yuan X, Chen J.
europepmc +1 more source

