PrivChain-AI leveraging blockchain and federated learning for private financial reporting and access control. [PDF]
Alaklabi S.
europepmc +1 more source
MedShieldFL-a privacy-preserving hybrid federated learning framework for intelligent healthcare systems. [PDF]
Murala DK +3 more
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
Federated learning for teacher data privacy protection: a study in the context of the PIPL. [PDF]
Chen S, Qi XZ, Han XH, Fan ZC, Wang LL.
europepmc +1 more source
Compact CAFED Fully Homomorphic Encryption Scheme [PDF]
openaire +1 more source
A Blockchain-Based Secure Data Transaction and Privacy Preservation Scheme in IoT System. [PDF]
Wu J, Bian Z, Gao H, Wang Y.
europepmc +1 more source
Representation Biases: Variance Is Not Always a Good Proxy for Importance. [PDF]
Lampinen AK, Chan SCY, Li Y, Hermann K.
europepmc +1 more source
End-to-End Privacy-Aware Federated Learning for Wearable Health Devices via Encrypted Aggregation in Programmable Networks. [PDF]
Khan H +3 more
europepmc +1 more source
A privacy preserving machine learning framework for medical image analysis using quantized fully connected neural networks with TFHE based inference. [PDF]
Selvakumar S, Senthilkumar B.
europepmc +1 more source
Synchronizing LLM-based semantic knowledge bases via secure federated fine-tuning in semantic communication. [PDF]
Li L +6 more
europepmc +1 more source

