Privacy preserving neural networks in iris signature feature extraction.
Egidijus PaliulisManolis MaragoudakisAlexandros PanteliPublished in: PETRA (2012)
Keyphrases
- privacy preserving
- feature extraction
- neural network
- iris recognition
- pattern recognition
- vertically partitioned data
- privacy preserving data mining
- privacy preservation
- preprocessing
- private information
- multi party
- feature vectors
- dimensionality reduction
- sensitive information
- privacy protection
- scalar product
- data privacy
- face recognition
- differential privacy
- privacy guarantees
- sensitive data
- preserving privacy
- partitioned data
- feature selection
- privacy preserving classification
- horizontally partitioned data
- privacy issues
- record linkage
- personal data
- principal component analysis
- privacy sensitive
- feature space
- user privacy
- privacy requirements
- signature scheme
- naive bayesian classification
- privacy preserving data mining algorithms