Suppressing Microdata to Prevent Probabilistic Classification Based Inference.
Ayça Azgin HintogluYücel SayginPublished in: Secure Data Management (2005)
Keyphrases
- bayesian networks
- belief networks
- machine learning
- data sets
- support vector
- pattern recognition
- classification method
- inference process
- probabilistic reasoning
- classification algorithm
- support vector machine svm
- support vector machine
- feature selection
- probabilistic model
- classification accuracy
- feature space
- text classification
- model selection
- feature vectors
- probabilistic inference
- classification models
- data quality
- decision trees
- automatic classification
- pattern classification
- conditional probabilities
- training set
- generative model
- image classification