Vertically Federated Graph Neural Network for Privacy-Preserving Node Classification.
Chaochao ChenJun ZhouLongfei ZhengHuiwen WuLingjuan LyuJia WuBingzhe WuZiqi LiuLi WangXiaolin ZhengPublished in: IJCAI (2022)
Keyphrases
- privacy preserving
- privacy preserving classification
- neural network
- privacy preserving data mining
- support vector machine classification
- vertically partitioned data
- privacy preservation
- decision trees
- multi party
- machine learning
- record linkage
- naive bayesian classification
- sensitive information
- privacy concerns
- sensitive data
- data privacy
- support vector
- data perturbation
- privacy issues
- scalar product
- secure multiparty computation
- feature extraction
- private data
- privacy sensitive
- horizontally partitioned
- privacy requirements
- preserving privacy
- emerging patterns
- digital libraries
- feature selection
- private information
- horizontally partitioned data
- homomorphic encryption
- data publishing
- data quality
- principal component analysis
- data mining