Privacy preserving ID3 using Gini Index over horizontally partitioned data.
Saeed SametAli MiriPublished in: AICCSA (2008)
Keyphrases
- horizontally partitioned data
- privacy preserving
- gini index
- decision trees
- information gain
- bayes optimal
- misclassification error
- privacy preserving data mining
- shannon entropy
- feature selection
- vertically partitioned data
- privacy preservation
- private information
- multi party
- preserving privacy
- scalar product
- privacy concerns
- sensitive data
- private data
- learning curve
- data privacy
- privacy sensitive
- sensitive information
- differential privacy
- data sets
- information theory
- naive bayes
- text categorization
- machine learning
- feature ranking
- privacy issues
- data perturbation
- text classification
- mutual information
- face recognition
- secure multiparty computation
- partitioned data
- data mining