Towards Privacy-Preserving Data Mining in Online Social Networks: Distance-Grained and Item-Grained Differential Privacy.
Shen YanShiran PanYuhang ZhaoWen Tao ZhuPublished in: ACISP (1) (2016)
Keyphrases
- online social networks
- privacy preserving data mining
- privacy preserving
- differential privacy
- privacy preservation
- data privacy
- private data
- individual privacy
- social networks
- privacy guarantees
- anonymized data
- social networking
- network structure
- social media
- data mining
- privacy concerns
- sensitive information
- distance measure
- sensitive data
- private information
- personal information
- data mining techniques
- privacy protection
- user preferences
- data publishing
- real world