A Method of Constructing Malware Classification Dataset Using Clustering.
Woo-Jin JoeHyong-Shik KimPublished in: TPS-ISA (2022)
Keyphrases
- clustering method
- classification method
- support vector machine
- classification accuracy
- support vector machine svm
- feature set
- machine learning
- detection method
- unsupervised learning
- unsupervised clustering
- classification algorithm
- clustering algorithm
- significant improvement
- classification process
- benchmark data sets
- text classification
- similarity measure
- pairwise
- accuracy rate
- preprocessing
- classification rate
- classification scheme
- pattern recognition
- cluster analysis
- benchmark datasets
- data sets
- high dimensionality
- pattern classification
- multi class
- density estimation
- feature selection
- supervised learning
- feature extraction
- objective function