Privacy-Preserving Image Classification Using Vision Transformer.
Zheng QiAprilPyone MaungMaungYuma KinoshitaHitoshi KiyaPublished in: CoRR (2022)
Keyphrases
- privacy preserving
- image classification
- privacy preserving data mining
- image representation
- vertically partitioned data
- sensitive information
- private information
- privacy preservation
- data privacy
- image features
- multi party
- record linkage
- privacy concerns
- feature extraction
- preserving privacy
- privacy issues
- private data
- data transformation
- scalar product
- differential privacy
- privacy requirements
- data perturbation
- naive bayesian classification
- secure multiparty computation
- privacy guarantees
- horizontally partitioned
- horizontally partitioned data
- privacy preserving classification
- sparse representation
- privacy protection
- sensitive data