Image Transformation Network for Privacy-Preserving Deep Neural Networks and Its Security Evaluation.
Hiroki ItoYuma KinoshitaHitoshi KiyaPublished in: GCCE (2020)
Keyphrases
- privacy preserving
- secure multiparty computation
- neural network
- data privacy
- sensitive data
- preserving privacy
- image transformations
- privacy concerns
- privacy preserving data mining
- privacy issues
- privacy preservation
- personal data
- vertically partitioned data
- privacy requirements
- private information
- data security
- sensitive information
- homomorphic encryption
- user privacy
- pattern recognition
- privacy protection
- differential privacy
- data sharing
- computer vision
- semi honest
- dictionary learning
- rotation invariant
- third party
- object recognition
- feature extraction
- database