FedGraphHE: A privacy-preserving federated graph neural network framework with dynamic homomorphic encryption and robust aggregation. [PDF]
PLoS OneZuo A +5 more
europepmc +1 more source
Federated TinyML and digital twin framework for secure and resilient IoMT-based ICU monitoring. [PDF]
Sci RepKhan UH +5 more
europepmc +1 more source
Remote medical system driven by medical big models: Dynamic defense model for network security threats. [PDF]
PLoS OneWeng Z, Hu Y, Gu D, Wang Z, Guo Y.
europepmc +1 more source
A novel deep learning approach for privacy-preserving encoded EEG-based brain-computer interfaces with clinical LLM applications. [PDF]
Health Inf Sci SystKhanam T, Siuly S, Wang K, Wang H.
europepmc +1 more source
Quantum-enhanced federated blockchain for privacy-preserving cardiovascular intelligence. [PDF]
Sci RepSivakami R +3 more
europepmc +1 more source
Hyperchaos and the fusion of Moore's automaton with gold sequences for augmented medical image encryption. [PDF]
Sci RepGabr M +5 more
europepmc +1 more source
A novel 1D powered Chebyshev quadratic map-based image encryption using dynamic permutation-diffusion. [PDF]
Sci RepSarra B, Sun H, Dua M, Dua S, Dhingra D.
europepmc +1 more source
Trends and Prospects of Biometrics: From Sensing to Perception and Cognition. [PDF]
Sensors (Basel)Cao Z, Schmid N, Pang L.
europepmc +1 more source
HybridTrust: on-device federated learning with crypto-agile security for legacy and quantum-safe medical devices. [PDF]
Sci RepKhan UH +5 more
europepmc +1 more source
Stacked multi-fusion CNN: an adaptive attention model for privacy preserving deepfake forensics. [PDF]
Sci RepRout J +5 more
europepmc +1 more source