Privacy-Preserving Link Prediction.
Didem DemiragMina NamaziErman AydayJeremy ClarkPublished in: CoRR (2022)
Keyphrases
- link prediction
- privacy preserving
- social networks
- random walk
- social network analysis
- vertically partitioned data
- privacy preserving data mining
- privacy preservation
- network structure
- complex networks
- sensitive information
- supervised learning
- data privacy
- record linkage
- multi party
- private data
- differential privacy
- privacy concerns
- partitioned data
- secure multiparty computation
- collaborative filtering
- privacy guarantees
- sensitive data
- online social networks
- privacy issues
- private information
- privacy protection
- preserving privacy
- data perturbation
- database systems
- scalar product
- privacy sensitive
- privacy preserving association rule mining
- privacy requirements
- data sets
- naive bayesian classification
- horizontally partitioned data