Toward Large-Scale Vulnerability Discovery using Machine Learning.
Gustavo GriecoGuillermo Luis GrinblatLucas C. UzalSanjay RawatJosselin FeistLaurent MounierPublished in: CODASPY (2016)
Keyphrases
- machine learning
- knowledge discovery
- text classification
- data mining
- learning algorithm
- learning tasks
- machine learning algorithms
- risk assessment
- small scale
- text mining
- machine learning and data mining
- statistical learning
- machine learning methods
- semi supervised learning
- decision trees
- information extraction
- real world
- computational intelligence
- artificial intelligence
- feature selection
- inductive learning
- evolutionary algorithm
- data analysis
- pattern discovery
- kernel methods
- learning problems
- neural network
- knowledge representation
- computational biology
- pattern recognition
- model selection
- knowledge acquisition
- active learning
- data sets
- natural language processing
- supervised learning