Differentially private graph publishing with degree distribution preservation
Sen Zhang, Weiwei Ni, Nan Fu
Topics & Concepts
Degree distributionDifferential privacyComputer scienceDiscriminatorData publishingPublicationDegree (music)GraphTheoretical computer scienceUpper and lower boundsPublishingData miningAlgorithmComplex networkMathematicsMathematical analysisTelecommunicationsAcousticsLawWorld Wide WebAdvertisingPhysicsBusinessDetectorPolitical sciencePrivacy-Preserving Technologies in DataAdvanced Graph Neural NetworksStochastic Gradient Optimization Techniques