Privacy Enhanced Decision Tree Inference.
Kanthi K. SarpatwarNalini K. RathaKarthik NandakumarKarthikeyan ShanmugamJames T. RayfieldSharath PankantiRoman VaculínPublished in: CVPR Workshops (2020)
Keyphrases
- decision trees
- privacy preserving
- predictive accuracy
- machine learning
- personal information
- privacy preserving data mining
- privacy preserving classification
- decision tree induction
- privacy concerns
- bayesian inference
- information gain
- naive bayes
- inference process
- random forest
- machine learning algorithms
- privacy aware
- inference engine
- privacy protection
- neural network
- sensitive information
- probabilistic inference
- training set
- bayesian networks
- private information
- privacy preservation
- decision rules
- differential privacy
- emerging patterns
- attribute selection
- decision tree learning
- rfid systems
- decision tree classifiers
- training data
- privacy enhancing