SFPDML: Securer and Faster Privacy-Preserving Distributed Machine Learning Based on MKTFHE.
Hongxiao WangZoe L. JiangYanmin ZhaoSiu-Ming YiuPeng YangMan ChenZejiu TanBohan JinPublished in: MobiSec (2023)
Keyphrases
- privacy preserving
- machine learning
- horizontally partitioned data
- partitioned data
- horizontally partitioned
- multi party
- distributed data mining
- privacy sensitive
- privacy preserving data mining
- privacy preservation
- secure multiparty computation
- vertically partitioned data
- distributed systems
- private information
- privacy preserving classification
- privacy protection
- data privacy
- privacy concerns
- distributed environment
- sensitive information
- private data
- record linkage
- data perturbation
- data mining
- feature selection
- preserving privacy
- differentially private
- differential privacy
- sensitive data
- distributed computing
- mobile agents
- support vector machine
- privacy preserving association rule mining
- data analysis