A Collaborative Framework for Distributed Privacy-Preserving Support Vector Machine Learning.
Jialan QueXiaoqian JiangLucila Ohno-MachadoPublished in: AMIA (2012)
Keyphrases
- privacy preserving
- machine learning
- multi party
- support vector
- partitioned data
- privacy preserving data mining algorithms
- distributed data mining
- horizontally partitioned
- support vector machine
- privacy guarantees
- feature selection
- horizontally partitioned data
- privacy preservation
- privacy preserving data mining
- data sets
- distributed systems
- decision trees
- private data
- private information
- scalar product
- data mining
- sensitive data
- privacy concerns
- preserving privacy
- data perturbation
- vertically partitioned data
- sensitive information
- privacy sensitive