Publication | Closed Access
Privacy-Preserving Deep Learning via Additively Homomorphic Encryption.
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2017
Year
Privacy ProtectionCombined DatasetEngineeringPrivacy-preserving TechniquesMachine LearningData ScienceInformation SecurityData AnonymizationData PrivacyPrivacy SystemComputer SciencePrivacy-preserving Deep LearningDeep LearningDifferential PrivacyPrivacyData SecurityHomomorphic Encryption
We present a privacy-preserving deep learning system in which many learning participants perform neural network-based deep learning over a combined dataset of all, without revealing the participant...