On Social Network De-Anonymization With Communities: A Maximum A Posteriori Perspective.
Jiapeng ZhangShan QuQi LiHuquan KangLuoyi FuHaisong ZhangXinbing WangGuihai ChenPublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- maximum a posteriori
- social networks
- social network data
- social network analysis
- map estimation
- markov random field
- maximum likelihood
- image reconstruction
- community detection
- community structure
- bayesian framework
- em algorithm
- expectation maximization
- posterior distribution
- community discovery
- prior model
- social communities
- social media
- link prediction
- online communities
- edge preserving
- prior distribution
- energy function
- privacy preserving
- privacy preservation
- generalized gaussian
- network structure
- social networking
- social roles
- online social networks
- complex networks
- differential privacy
- image super resolution
- computer vision
- social influence
- belief propagation
- image restoration