Hacking smart machines with smarter ones: How to extract meaningful data from machine learning classifiers.
Giuseppe AtenieseLuigi V. ManciniAngelo SpognardiAntonio VillaniDomenico VitaliGiovanni FeliciPublished in: Int. J. Secur. Networks (2015)
Keyphrases
- machine learning
- data sets
- database
- training data
- data analysis
- knowledge discovery
- raw data
- data structure
- data sources
- data samples
- machine learning methods
- missing data
- high dimensional data
- computer systems
- image data
- decision trees
- data collection
- small number
- information extraction
- probability distribution
- statistical methods
- support vector
- supervised classification
- machine learning approaches