FedSynHAR: a framework based on feature-enhanced adaptive pruning-mutual distillation for federated human activity recognition. [PDF]
Wang C, Fan R.
europepmc +1 more source
Dynamic variance-aware federated tuning for efficient autonomous vehicle perception under non-IID settings. [PDF]
Dhanavarshini V, Periyasamy S.
europepmc +1 more source
Adaptive Multi-Model Hierarchical Federated Learning for Robust IoT Intrusion Detection. [PDF]
Latif S, Djenouri D.
europepmc +1 more source
Structural impact of non-IID heterogeneity on federated behavioral anomaly detection in IoT and IoMT systems. [PDF]
Robalino-Díaz J +3 more
europepmc +1 more source
PFL-NON-IID Framework: Evaluating MOON Algorithm on Handling Non-IID Data Distributions
Sheng Chen +3 more
openaire +1 more source
Federated Learning Based on Fuzzy Fusion Rules for Chemical Production Process Fault Diagnosis. [PDF]
Xu Y, Yang W, Du S, Zhang M.
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
Communication-Efficient Federated Learning with Dual-Sided Sparse Aggregation for Edge Sensing Systems. [PDF]
Zhao H, Li J.
europepmc +1 more source
Experimentally Validated Quantum-Secure Federated Learning over a Multi-user Quantum Network. [PDF]
Liu ZP +8 more
europepmc +1 more source
Quantum federated learning for autonomous vehicle cybersecurity: An analytical review of architectures and threat landscapes. [PDF]
T S, Devadas RM.
europepmc +1 more source

