Results 131 to 140 of about 4,684 (203)

FPECGNET: A deep learning framework based on federated learning and prototype learning for interpretable ECG classification with privacy. [PDF]

iScience
He J, He J, Xiong J, He S, Chen Y, Li X.
europepmc   +1 more source

DynamicFU: Contribution-Aware Dynamic Federated Unlearning for Industrial IoT. [PDF]

Sensors (Basel)
Wu Z, He B, Si Z, Liao X, Su C.
europepmc   +1 more source

Robust federated learning for UAV object detection: a joint self-distillation and drift compensation approach. [PDF]

Front Neurorobot
Hangsun Y, Jiang C, Zhang Z, Ouyang H, Chen P.   +4 more
europepmc   +1 more source

FedLiverNet: a federated learning framework for privacy-preserving and efficient liver cancer detection. [PDF]

Sci Rep
Lou L, Govindarajan V, Shaikh ZA, Liu R, Ayadi M, Wang H, Lv H.   +6 more
europepmc   +1 more source

Federated learning with dynamic weighted aggregation for multi-crop disease detection: a hybrid CNN-transformer approach. [PDF]

Front Artif Intell
Shashank R, Bhavadharini RM.
europepmc   +1 more source

F-Transformer: a federated transformer for efficient and privacy-preserving sequence generation. [PDF]

Sci Rep
Patel N, Brahmbhatt S, Ramoliya F, Vyas O, Nair A, Vyas T, Jadav NK, Tanwar S, Alabdultif A.   +8 more
europepmc   +1 more source

Cloud assisted blockchain-enabled split federated learning framework for security and privacy-preserving of IoMT in healthcare 5.0. [PDF]

Sci Rep
Baihan A, Kryvinska N, Amoon M, Jiang W, Ullah Z, Shafiq M.   +5 more
europepmc   +1 more source

IVA-FL: An information-value-aware federated learning framework for Privacy-Preserving Financial data Risk Management. [PDF]

PLoS One
Wu J, Xu H, Zhang T, Xu R, Wu H, Huang Z.   +5 more
europepmc   +1 more source

Communication-Efficient Federated Learning with Dual-Sided Sparse Aggregation for Edge Sensing Systems. [PDF]

Sensors (Basel)
Zhao H, Li J.
europepmc   +1 more source

Stochastic Poisson-embedded privacy framework for federated learning with secure homomorphic encryption in medical AI. [PDF]

Sci Rep
Gomathi R, Saranya K, Mahaboob John YM, Mary GLR.   +3 more
europepmc   +1 more source