Results 141 to 150 of about 31,140,578 (184)

BCAFL: a secure and efficient blockchain framework for asynchronous federated learning. [PDF]

Sci Rep
Yun J, Liu T.
europepmc   +1 more source

Experimentally Validated Quantum-Secure Federated Learning over a Multi-user Quantum Network. [PDF]

Research (Wash D C)
Liu ZP, Cao XY, Liu HW, Sun XR, Bao Y, Shen JY, Lu YS, Yin HL, Chen ZB.   +8 more
europepmc   +1 more source

FL-TWIN: a unified federated learning system for intrusion detection with digital twins modelling. [PDF]

Sci Rep
Hamwi AA, Mittal M.
europepmc   +1 more source

A novel intrusion detection system for IIoT in 5G networks using attention-augmented federated learning and lightweight transformer architectures. [PDF]

Sci Rep
Du J.
europepmc   +1 more source

Quantum federated learning for autonomous vehicle cybersecurity: An analytical review of architectures and threat landscapes. [PDF]

MethodsX
T S, Devadas RM.
europepmc   +1 more source

Threshold-adaptive pruning with multi-key homomorphic encryption for communication-efficient secure federated learning. [PDF]

PLoS One
Guo J, Liu R, Xing J.
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

Federated Learning for non-IID Healthcare Data

International Research Journal of Modernization in Engineering Technology & Science
openaire   +1 more source

Federated learning on non-IID data: A survey [PDF]

Neurocomputing, 2021
Zhu H, Xu J, Liu S, Jin Y. Federated learning on non-IID data: A survey. Neurocomputing. 2021;465:371-390.Federated learning is an emerging distributed machine learning framework for privacy preservation.
Yaochu Jin, Hangyu Zhu
exaly   +7 more sources