Results 91 to 100 of about 12,973 (156)

Federated Learning Based on Fuzzy Fusion Rules for Chemical Production Process Fault Diagnosis. [PDF]

Sensors (Basel)
Xu Y, Yang W, Du S, Zhang M.
europepmc   +1 more source

PFL-NON-IID Framework: Evaluating MOON Algorithm on Handling Non-IID Data Distributions

, 2023
Sheng Chen, Jiancheng Peng, Andi Tong, Cong Wu   +3 more
openaire   +1 more source

HybridTrust: on-device federated learning with crypto-agile security for legacy and quantum-safe medical devices. [PDF]

Sci Rep
Khan UH, Khan R, Chelloug SA, Alturise F, Khan S, Alkhalaf S.   +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

Intrusion detection method for IoT in heterogeneous environment

Tongxin xuebao
In order to address the issue of inadequate training efficiency and subpar model performance encountered by Internet of things (IoT) devices when dealing with resource constraints and non-independent and identically distributed (Non-IID) data, a novel ...
LIU Jing, MU Zelin, LAI Yingxu
doaj  

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

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

Optimization of cross-institutional medical federated learning framework driven by confidential computing. [PDF]

Sci Rep
Xu F, Wei X, Zhao Z, Sun P.
europepmc   +1 more source