Privacy-Preserving Machine Learning Algorithms for Big Data Systems.
Kaihe XuHao YueLinke GuoYuanxiong GuoYuguang FangPublished in: ICDCS (2015)
Keyphrases
- machine learning algorithms
- privacy preserving
- big data
- learning algorithm
- decision trees
- benchmark data sets
- vertically partitioned data
- machine learning
- privacy preserving data mining
- cloud computing
- privacy preservation
- statistical machine learning
- big data analytics
- data privacy
- private information
- sensitive information
- social media
- data processing
- multi party
- business intelligence
- data analysis
- scalar product
- supervised learning
- management system
- differential privacy
- information systems
- databases
- data sets