A Quantifying Metric for Privacy Protection Based on Information Theory.
Feng GaoJingsha HeShufen PengXu WuPublished in: IITSI (2010)
Keyphrases
- information theory
- privacy protection
- information theoretic
- privacy preserving
- information geometry
- information loss
- jensen shannon divergence
- personal data
- data collection
- data sharing
- statistical databases
- conditional entropy
- private information
- data publishing
- statistical disclosure
- normalized mutual information
- data protection
- sensitive information
- shannon entropy
- privacy policies
- mutual information
- nearest neighbor
- digital libraries
- information sharing
- trusted third party
- data analysis