Privacy-Preserving Link Prediction in Multiple Private Networks.
Haifeng ZhangXiao-Jing MaJing WangXingyi ZhangDonghui PanKai ZhongPublished in: IEEE Trans. Comput. Soc. Syst. (2023)
Keyphrases
- privacy preserving
- link prediction
- network analysis
- social networks
- network structure
- complex networks
- vertically partitioned data
- missing links
- heterogeneous networks
- privacy preserving data mining
- social network analysis
- privacy preservation
- bipartite networks
- random walk
- link formation
- multi party
- private information
- data privacy
- private data
- social ties
- privacy concerns
- privacy protection
- record linkage
- privacy sensitive
- scalar product
- preserving privacy
- partitioned data
- privacy guarantees
- sensitive information
- horizontally partitioned data
- factor graph model
- homomorphic encryption
- heterogeneous information networks
- collaborative filtering
- privacy issues
- secure multiparty computation
- sensitive data
- online social networks
- privacy preserving association rule mining
- training data