Proposition of a method to aid Security Classification in Cybersecurity context.
Guillaume CollardEric DissonGuilaine TalensStephane DucroquetPublished in: PST (2016)
Keyphrases
- classification method
- support vector machine svm
- classification accuracy
- machine learning methods
- support vector machine
- support vector
- clustering method
- high accuracy
- unsupervised learning
- feature extraction
- classification procedure
- high precision
- detection method
- image classification
- computational cost
- model selection
- pattern recognition
- text classification
- training samples
- segmentation method
- classification process
- classification algorithm
- preprocessing
- classification scheme
- machine learning
- training phase
- classification rate
- benchmark data sets
- high dimensional
- cross validation
- significant improvement