On the Simultaneous Preservation of Privacy and Community Structure in Anonymized Networks.
Daniel CullinaKushagra SinghalNegar KiyavashPrateek MittalPublished in: CoRR (2016)
Keyphrases
- community structure
- social network data
- community detection
- complex networks
- social networks
- privacy preserving
- real world networks
- sensitive information
- private information
- privacy preservation
- network structure
- network analysis
- privacy protection
- overlapping communities
- anonymized data
- data publishing
- information loss
- bipartite networks
- scale free
- community detection algorithms
- community discovery
- real world social networks
- biological networks
- privacy preserving data mining
- communities in social networks
- personal information
- sensitive data
- social network analysis
- network evolution
- community formation
- social influence
- privacy concerns
- private data
- differential privacy
- random graphs
- link prediction
- third party
- shortest path
- markov chain