Automatic Vulnerability Classification Using Machine Learning.

Marian Gawron Feng Cheng Christoph Meinel

Published in: CRiSIS (2017)

Keyphrases

machine learning
pattern recognition
machine learning methods
support vector machine
text classification
machine learning algorithms
supervised machine learning
decision trees
feature vectors
supervised learning

feature selection
supervised classification
machine learning approaches
model selection
statistical classification
automatic classification
statistical learning
computational intelligence
classification accuracy
support vector machine svm

classification process
class labels
classification systems
text mining
learning algorithm
pattern classification
classification scheme
features extraction
roc analysis
machine learning models

classification method
classification models
inductive learning
semi automatic
neural network
artificial intelligence
computer vision
knowledge representation
feature space
feature extraction