Privacy-Preserving LDA Classification over Horizontally Distributed Data.
Fatemeh KhodaparastMina SheikhalishahiHassan HaghighiFabio MartinelliPublished in: IDC (2019)
Keyphrases
- privacy preserving
- distributed data
- distributed data mining
- data privacy
- privacy preserving classification
- privacy concerns
- privacy preserving data mining
- support vector machine classification
- data sharing
- privacy preservation
- feature extraction
- machine learning
- vertically partitioned data
- privacy protection
- linear discriminant analysis
- differential privacy
- feature space
- naive bayesian classification
- decision trees
- support vector
- sensitive data
- private information
- sensitive information
- communication cost
- dimension reduction
- principal component analysis
- face recognition
- support vector machine
- database
- privacy sensitive
- scalar product
- emerging patterns
- data mining algorithms
- nearest neighbor
- preprocessing
- pattern recognition
- information retrieval
- real world