Hacking Smart Machines with Smarter Ones: How to Extract Meaningful Data from Machine Learning Classifiers.
Giuseppe AtenieseGiovanni FeliciLuigi V. ManciniAngelo SpognardiAntonio VillaniDomenico VitaliPublished in: CoRR (2013)
Keyphrases
- training data
- machine learning
- data sets
- data analysis
- data collection
- database
- data quality
- decision trees
- raw data
- data points
- knowledge discovery
- machine learning algorithms
- statistical analysis
- data processing
- data samples
- statistical methods
- input data
- image data
- data mining
- small number
- computer systems
- information extraction
- support vector machine
- background knowledge
- sensor data
- classification algorithm
- test data
- data sources
- feature selection
- big data