Assessing Privacy Leakage in Synthetic 3-D PET Imaging using Transversal GAN.
Robert V. BergenJean-François RajotteFereshteh YousefiriziArman RahmimRaymond T. NgPublished in: CoRR (2022)
Keyphrases
- positron emission tomography
- image reconstruction algorithms
- image reconstruction
- poisson noise
- privacy preserving
- pet images
- information leakage
- imaging systems
- magnetic resonance imaging
- sensitive information
- high resolution
- brain imaging
- personal information
- image restoration
- pet ct
- privacy enhancing
- image processing
- privacy preserving data mining
- statistical databases
- medical imaging
- image analysis
- real world
- security issues
- personal data
- synthetic aperture
- legal issues
- privacy concerns
- real images are presented
- color images
- atomic force microscopy
- privacy policies
- differential privacy
- clinical applications
- data privacy
- imaging modalities
- real scenes