RepFed-Net: privacy-preserving federated learning with reputation-aware aggregation for retinal vessel segmentation using enhanced U-Net. [PDF]
Sri AV, Morampudi MK.
europepmc +1 more source
Privacy-preserving federated credit risk models: evaluating differential privacy and homomorphic encryption techniques. [PDF]
Naresh VS, Ayyappa D.
europepmc +1 more source
Quantum resilient security framework for privacy preserving AI in Apple MM1 on device architecture. [PDF]
Umer N +4 more
europepmc +1 more source
Design of a multi-layered privacy-preserving architecture for secure medical data exchange in cloud environments. [PDF]
Muthuvel S, Priya S, Sampath Kumar K.
europepmc +1 more source
Supply chain information security sharing technology based on blockchain consensus algorithm and federated learning. [PDF]
Xu D, Li J, Ren Z.
europepmc +1 more source
A privacy preserving intrusion detection framework for IIoT in 6G networks using homomorphic encryption and graph neural networks. [PDF]
Hua B, Xi H.
europepmc +1 more source
FedGraphHE: A privacy-preserving federated graph neural network framework with dynamic homomorphic encryption and robust aggregation. [PDF]
Zuo A +5 more
europepmc +1 more source
Scalable privacy-preserving data analytics for IoMT via FHE and zk-SNARK-enabled edge aggregation. [PDF]
Ben Othman S, Mihret N.
europepmc +1 more source
A secure and explainable multimodal biometric system using trust adaptive fusion for face and fingerprint. [PDF]
Chitrapu P, Morampudi MK, Kalluri HK.
europepmc +1 more source
An adaptive cryptographic fusion framework for secure and efficient medical image encryption. [PDF]
Jeno Jasmine J +3 more
europepmc +1 more source

