HOG feature extraction from encrypted images for privacy-preserving machine learning.
Masaki KitayamaHitoshi KiyaPublished in: CoRR (2019)
Keyphrases
- privacy preserving
- machine learning
- image classification
- feature extraction
- privacy preserving data mining
- vertically partitioned data
- feature selection
- privacy preservation
- multi party
- privacy protection
- scalar product
- feature vectors
- privacy concerns
- partitioned data
- similarity measure
- face recognition
- privacy issues
- naive bayesian classification
- differential privacy
- homomorphic encryption
- horizontally partitioned data
- privacy guarantees
- private data
- data privacy
- record linkage
- sensitive information
- itemsets