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LDP-GAN : Generative adversarial networks with local differential privacy for patient medical records synthesis

Hansle Gwon, Imjin Ahn, Yunha Kim, Hee Jun Kang, Hyeram Seo, Heejung Choi, Ha Na Cho, Minkyoung Kim, Jiye Han, Gaeun Kee, Seohyun Park, Kye Hwa Lee, Tae Joon Jun, Young‐Hak Kim

2023Computers in Biology and Medicine16 citationsDOI

Topics & Concepts

Differential privacyComputer scienceAdversarial systemGenerative adversarial networkGenerative grammarDeep learningGenerative modelComputer securityMachine learningArtificial intelligenceInformation leakageData miningPrivacy-Preserving Technologies in DataAdversarial Robustness in Machine LearningGenerative Adversarial Networks and Image Synthesis
LDP-GAN : Generative adversarial networks with local differential privacy for patient medical records synthesis | Litcius