Results 91 to 100 of about 14,006 (158)

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

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

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

A Privacy-Preserving Artificial Intelligence-Driven Sensing System for Distributed Multimodal Risk Detection. [PDF]

Sensors (Basel)
Zhu Y, Song Y, Xuan Y, Song Y, Pu J, Li J, Li M.   +6 more
europepmc   +1 more source

Adaptive trust evaluation and representation-based robust aggregation against poisoning attacks in federated learning. [PDF]

Sci Rep
Xiao Y.
europepmc   +1 more source

Data-driven predictive maintenance of induction motors using self-supervised and federated learning on noisy current and vibration signals. [PDF]

Sci Rep
Gopalakrishnan T, Shanmugasundaram N, Simon D, Chan CK, Sonawane C, Dixit S, Bongale A.   +6 more
europepmc   +1 more source

Privacy-preserving federated learning with optimized ensemble weighting and knowledge distillation for COVID-19 detection from non-IID medical imaging data. [PDF]

Sci Rep
Annan R, Qin H, Newman R, Siddula M, Qingge L.   +4 more
europepmc   +1 more source

Enhancing pandemic surveillance and testing: a simulation modeling study utilizing german multicenter data with federated machine learning. [PDF]

Health Care Manag Sci
Kempter S, Brunner JO, Hanses F, Spinner C, Zabel LT, Römmele C, Borgmann S, Vehreschild JJ, Bartenschlager CC.   +8 more
europepmc   +1 more source

Federated Privacy-Preserving Multi-Modal Deep Learning for Breast Cancer Diagnosis: A Physics-Aware Approach. [PDF]

Diagnostics (Basel)
Al-Karawi ALS, Mohammedqasim H, Yılmaz R.   +2 more
europepmc   +1 more source

Privacy-Preserving Hybrid GA-LSTM Ensemble for Typhoid Detection Using Optimised Clinical Feature Selection. [PDF]

Biomedicines
Gasmi K, Alanazi A, Almenwer S, Almaghrabi S, Alshammari H, Khaldi K, Chouaib H.   +6 more
europepmc   +1 more source