A GAN-Based Image Transformation Scheme for Privacy-Preserving Deep Neural Networks.
Warit SirichotedumrongHitoshi KiyaPublished in: EUSIPCO (2020)
Keyphrases
- privacy preserving
- neural network
- image transformations
- horizontally partitioned data
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- private information
- data privacy
- scalar product
- sensitive information
- privacy concerns
- input image
- rotation invariant
- privacy sensitive
- secure multiparty computation
- differential privacy
- image analysis
- image features
- privacy protection
- pattern recognition
- image matching
- decision trees
- feature selection
- dictionary learning
- image classification
- data sets