Privacy Leakage via De-Anonymization and Aggregation in Heterogeneous Social Networks.
Huaxin LiQingrong ChenHaojin ZhuDi MaHong WenXuemin Sherman ShenPublished in: IEEE Trans. Dependable Secur. Comput. (2020)
Keyphrases
- heterogeneous social networks
- privacy preserving
- social network data
- social network analysis
- social networks
- privacy preservation
- privacy protection
- differential privacy
- data publishing
- information loss
- data anonymization
- preserving privacy
- anonymized data
- data privacy
- privacy preserving data mining
- privacy preserving data publishing
- disclosure control
- privacy guarantees
- information diffusion
- sensitive information
- heterogeneous networks
- personal information
- privacy concerns
- private information
- privacy issues
- sensitive attributes
- information leakage
- interaction patterns
- data quality
- confidential information
- real world
- diffusion models
- social interaction
- diffusion model
- statistical databases
- data sharing