DP-FL: a novel differentially private federated learning framework for the unbalanced data
Xixi Huang, Y. Ding, Zoe L. Jiang, Shuhan Qi, Xuan Wang, Qing Liao
Topics & Concepts
Federated learningComputer scienceDifferential privacyConvolutional neural networkStochastic gradient descentTraining setData setSet (abstract data type)Gradient descentData sharingArtificial intelligenceCloud computingMachine learningData miningArtificial neural networkPathologyOperating systemAlternative medicineMedicineProgramming languagePrivacy-Preserving Technologies in DataCryptography and Data SecurityImbalanced Data Classification Techniques