PrivColl: Practical Privacy-Preserving Collaborative Machine Learning
Yanjun Zhang, Guangdong Bai, Xue Li, Caitlin Curtis, Chen Chen, Ryan K. L. Ko
Topics & Concepts
Computer scienceHomomorphic encryptionCorrectnessDifferential privacyOverhead (engineering)Secure multi-party computationComputationEncryptionSpeedupCollaborative modelArtificial intelligenceMachine learningTheoretical computer scienceData miningComputer securityAlgorithmParallel computingPhilosophyOperating systemLinguisticsPrivacy-Preserving Technologies in DataCryptography and Data SecurityStochastic Gradient Optimization Techniques