Data privacy and utility trade-off based on mutual information neural estimator
Qihong Wu, Jinchuan Tang, Shuping Dang, Gaojie Chen
Topics & Concepts
Mutual informationComputer scienceInformation bottleneck methodBottleneckData miningEstimatorEntropy (arrow of time)Information theoryInformation privacyBig dataArtificial intelligenceComputer securityStatisticsMathematicsEmbedded systemPhysicsQuantum mechanicsPrivacy-Preserving Technologies in DataAge of Information OptimizationStochastic Gradient Optimization Techniques