Predicting Friendship Strength for Privacy Preserving: A Case Study on Facebook.
Nitish DhakalFrancesca SpezzanoDianxiang XuPublished in: ASONAM (2017)
Keyphrases
- privacy preserving
- online social networks
- social networks
- social networking
- social media
- social networking sites
- social relationships
- privacy preserving data mining
- privacy preservation
- sensitive information
- record linkage
- social network analysis
- vertically partitioned data
- multi party
- horizontally partitioned data
- privacy sensitive
- data perturbation
- privacy issues
- preserving privacy
- privacy concerns
- sensitive data
- data transformation
- horizontally partitioned
- data privacy
- secure multiparty computation
- private information
- naive bayesian classification
- social network data
- private data
- scalar product
- personal data
- privacy protection
- personal information
- privacy preserving classification
- homomorphic encryption
- privacy requirements
- differentially private
- location privacy
- privacy guarantees
- data publishing
- differential privacy