Local Differential Privacy Image Generation Using Flow-based Deep Generative Models.
Hisaichi ShibataShouhei HanaokaYang CaoMasatoshi YoshikawaTomomi TakenagaYukihiro NomuraNaoto HayashiOsamu AbePublished in: CoRR (2022)
Keyphrases
- generative model
- image generation
- differential privacy
- differentially private
- high resolution
- probabilistic model
- privacy preserving
- discriminative models
- deep belief networks
- data sharing
- prior knowledge
- digital imaging
- conditional random fields
- privacy preservation
- em algorithm
- personal information
- low resolution
- image processing