Local dampening: differential privacy for non-numeric queries via local sensitivity
Victor A. E. Farias, Felipe T. Brito, Cheryl Flynn, Javam C. Machado, Subhabrata Majumdar, Divesh Srivastava
Topics & Concepts
Differential privacyComputer scienceSensitivity (control systems)Leverage (statistics)Noise (video)Exponential functionTheoretical computer scienceMechanism (biology)Mathematical optimizationData miningAlgorithmMathematicsArtificial intelligenceElectronic engineeringMathematical analysisPhilosophyImage (mathematics)EpistemologyEngineeringPrivacy-Preserving Technologies in DataCryptography and Data SecurityPrivacy, Security, and Data Protection