A differentially private greedy decision forest classification algorithm with high utility.
Zhitao GuanXianwen SunLingyun ShiLongfei WuXiaojiang DuPublished in: Comput. Secur. (2020)
Keyphrases
- classification algorithm
- differentially private
- decision forest
- high utility
- pattern mining
- differential privacy
- decision trees
- naive bayes
- itemsets
- k nearest neighbor
- knn
- random forests
- support vector machine
- class labels
- sequential patterns
- feature selection
- training set
- classification rules
- base classifiers
- data sets
- learning algorithm
- text classification
- privacy preserving
- data mining
- machine learning
- pattern discovery
- clustering algorithm
- feature space
- association rules
- web search