Privacy-Preserving Analytics on Decentralized Social Graphs: The Case of Eigendecomposition.
Songlei WangYifeng ZhengXiaohua JiaXun YiPublished in: CoRR (2022)
Keyphrases
- privacy preserving
- eigendecomposition
- social graphs
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- data privacy
- secure multiparty computation
- privacy concerns
- differential privacy
- privacy protection
- private information
- covariance matrix
- sensitive data
- data analysis
- social networks
- small scale
- spectral clustering
- data warehouse
- social media