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Differential privacy scheme using Laplace mechanism and statistical method computation in deep neural network for privacy preservation

G. Sathish Kumar, K. Premalatha, G. Uma Maheshwari, P. Rajesh Kanna, G. Vijaya, M. Nivaashini

2023Engineering Applications of Artificial Intelligence74 citationsDOI

Topics & Concepts

Computer scienceDifferential privacyCategorical variableArtificial neural networkData miningComputationLaplace distributionPersonally identifiable informationAlgorithmArtificial intelligenceLaplace transformMachine learningComputer securityMathematicsMathematical analysisPrivacy-Preserving Technologies in DataMobile Crowdsensing and CrowdsourcingPrivacy, Security, and Data Protection
Differential privacy scheme using Laplace mechanism and statistical method computation in deep neural network for privacy preservation | Litcius