A Framework for Privacy Quantification: Measuring the Impact of Privacy Techniques Through Mutual Information, Distance Mapping, and Machine Learning.
Yoan MicheWei RenIan OliverSilke HoltmannsAmaury LendassePublished in: Cogn. Comput. (2019)
Keyphrases
- mutual information
- machine learning
- legal issues
- privacy preserving
- learning algorithm
- personal information
- private data
- privacy preservation
- feature selection
- location privacy
- security risks
- privacy aware
- privacy concerns
- statistical databases
- sensitive information
- information gain
- main contribution
- lightweight
- distance measure
- pattern recognition
- similarity measure
- image processing
- computer vision
- model selection
- knowledge acquisition
- information loss
- text mining
- image registration
- security issues
- information extraction
- personal data
- decision trees
- data sets