A Novel Distributed Differential Privacy Preserving Based on Random Forest in Data Centers.
Xi WangWeibei FanJing HeChi-Hung ChiPublished in: ITQM (2022)
Keyphrases
- privacy preserving
- random forest
- data center
- horizontally partitioned data
- horizontally partitioned
- multi party
- partitioned data
- privacy sensitive
- cloud computing
- decision trees
- privacy preservation
- privacy preserving data mining
- secure multiparty computation
- feature set
- vertically partitioned data
- data privacy
- cost effective
- power consumption
- ensemble methods
- private information
- sensitive information
- privacy protection
- privacy concerns
- distributed environment
- multi label
- sensitive data
- distributed data
- base classifiers
- energy consumption
- feature space
- classification accuracy
- image classification
- query processing
- database systems
- data mining