An evolutionary feature set decomposition based anonymization for classification workloads: Privacy Preserving Data Mining.
A. K. IlavarasiBalasubramaniam SathiyabhamaPublished in: Clust. Comput. (2017)
Keyphrases
- feature set
- privacy preserving data mining
- privacy preserving
- classification accuracy
- feature selection
- feature vectors
- privacy preservation
- data privacy
- feature space
- feature extraction
- feature reduction
- privacy preserving data publishing
- feature extraction and selection
- data mining
- anonymized data
- privacy concerns
- feature subset
- feature selection algorithms
- training data
- pattern recognition
- support vector
- data mining techniques
- kernel function
- databases
- data perturbation
- data publishing
- selected features
- sensitive information
- database
- image features
- information loss
- dimension reduction
- information security
- preprocessing
- model selection
- training set