Asymptotic Loss in Privacy due to Dependency in Gaussian Traces.
Nazanin TakbiriRamin SoltaniDennis L. GoeckelAmir HoumansadrHossein Pishro-NikPublished in: WCNC (2019)
Keyphrases
- information loss
- privacy preserving
- personal information
- private information
- privacy preserving data mining
- statistical databases
- maximum likelihood
- privacy issues
- privacy protection
- sensitive information
- security issues
- gaussian mixture
- expected values
- privacy aware
- privacy preservation
- private data
- differential privacy
- legal issues
- location privacy
- gaussian distribution
- privacy concerns
- multiscale
- gaussian model
- data privacy
- security risks
- asymptotically optimal
- privacy requirements