Asymptotic Loss in Privacy due to Dependency in Gaussian Traces.
Nazanin TakbiriRamin SoltaniDennis L. GoeckelAmir HoumansadrHossein Pishro-NikPublished in: CoRR (2018)
Keyphrases
- information loss
- privacy preserving
- private information
- personal information
- differential privacy
- privacy preserving data mining
- loss bounds
- privacy aware
- privacy concerns
- security concerns
- asymptotically optimal
- data privacy
- database
- dependency relations
- legal issues
- location privacy
- privacy enhancing
- security risks
- privacy preservation
- privacy protection
- sensitive information
- gaussian mixture
- gaussian distribution
- maximum likelihood