Threshold-adaptive pruning with multi-key homomorphic encryption for communication-efficient secure federated learning. [PDF]
PLoS OneGuo J, Liu R, Xing J.
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An integrated privacy preserving data aggregation framework for IoT networks using homomorphic encryption and secure computation. [PDF]
Sci RepQin Q, Yang Y, Lin J, Huang H, Huang Y.
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Extending homomorphic algorithms for encrypted text comparison. [PDF]
Sci RepSeco-Aguirre I +3 more
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Privacy-Preserving Framework for Multi-Institutional Medical Time-Series Analysis via Homomorphic Encryption: Design and Development Study. [PDF]
JMIR Form ResLu Y +7 more
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Privacy-preserving genome-wide association studies on cloud environment using fully homomorphic encryption. [PDF]
BMC Med Inform Decis Mak, 2015 Lu WJ, Yamada Y, Sakuma J.
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Federated learning for privacy-preserving ophthalmic artificial intelligence: clinical applications and translational challenges. [PDF]
Front Med (Lausanne)Wei Y, Zhao K, Grzybowski A, Jin K.
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Blockchain-enhanced federated learning for IoT security and privacy using the GSR-C2N model. [PDF]
Sci RepAhmad S, Ansari MA, Mewada A, Ahmed G.
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A privacy-preserving cloud storage framework with hybrid encryption, homomorphic keyword search, and blockchain-based integrity verification. [PDF]
Sci RepAhmed HMA, Zubair S, Tawfik M, Tawfik M.
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A data privacy protection method for infectious disease prediction models with balanced training speed and accuracy. [PDF]
Sci RepWang X +9 more
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A simple demonstration of a privacy-preserving de-centralised genotype imputation workflow. [PDF]
PLoS OneLetaillandier A +4 more
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