LEGO: A hybrid toolkit for efficient 2PC-based privacy-preserving machine learning.
Zhipeng ZhouQiang FuQianjun WeiQiang LiPublished in: Comput. Secur. (2022)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- multi party
- sensitive information
- data privacy
- privacy concerns
- privacy protection
- private information
- feature selection
- decision trees
- private data
- naive bayesian classification
- record linkage
- data analysis
- differentially private
- privacy requirements
- preserving privacy
- secure multiparty computation
- horizontally partitioned data
- privacy preserving association rule mining
- privacy sensitive
- horizontally partitioned
- scalar product
- data publishing
- data mining
- knowledge discovery
- medical images