Privacy-Preserving Community Detection for Locally Distributed Multiple Networks.
Xiao GuoXiang LiXiangyu ChangShujie MaPublished in: CoRR (2023)
Keyphrases
- privacy preserving
- community detection
- complex networks
- community structure
- horizontally partitioned data
- multi party
- network analysis
- horizontally partitioned
- partitioned data
- privacy preservation
- social networks
- real world networks
- privacy sensitive
- privacy preserving data mining
- vertically partitioned data
- overlapping communities
- bipartite networks
- community detection algorithms
- preserving privacy
- secure multiparty computation
- differential privacy
- private data
- privacy protection
- social network data
- private information
- privacy preserving classification
- data privacy
- heterogeneous networks
- link prediction
- citation networks
- network structure
- privacy preserving association rule mining
- privacy concerns
- networked data
- sensitive information
- social network analysis
- graph theory
- distributed environment
- databases
- data sets
- text mining
- scalar product
- data perturbation
- privacy requirements
- sensitive data
- multiple types