Data Privacy for Simply Anonymized Social Network Logs Represented as Graphs - Considerations for Graph alteration Operations.
David F. NettletonVicenç TorraPublished in: Int. J. Uncertain. Fuzziness Knowl. Based Syst. (2011)
Keyphrases
- data privacy
- privacy preservation
- privacy preserving
- social graphs
- sensitive information
- community discovery
- social networks
- social network data
- graph theory
- graph mining
- degree distribution
- graph databases
- graph data
- social network analysis
- privacy concerns
- privacy preserving data mining
- cloud computing
- third party
- data sharing
- link prediction
- data publishing
- data quality
- online social networks
- differential privacy
- privacy protection
- private information
- complex networks
- community detection
- private data
- original data
- sensitive data
- social media
- information systems
- network structure
- social influence
- privacy guarantees
- social networking
- anonymized data