MalFamAware: automatic family identification and malware classification through online clustering.
Gregorio PitolliGiuseppe LaurenzaLeonardo AnielloLeonardo QuerzoniRoberto BaldoniPublished in: Int. J. Inf. Sec. (2021)
Keyphrases
- unsupervised learning
- classification accuracy
- automatic classification
- machine learning
- clustering algorithm
- decision trees
- unsupervised clustering
- classification method
- pattern recognition
- statistical classification
- feature vectors
- clustering method
- high dimensionality
- k means
- support vector machine
- image classification
- preprocessing
- classification algorithm
- self organizing maps
- density estimation
- real time
- online learning
- image segmentation
- supervised classification
- pattern classification
- hierarchical clustering
- data clustering
- classification systems
- clustering analysis
- cluster analysis
- unsupervised classification
- neural network
- semi automatic
- machine learning algorithms
- special case
- support vector
- feature extraction
- fully automatic
- classification rules
- decision rules
- high dimensional data
- support vector machine svm
- operating system
- intrusion detection
- high dimensional
- training set
- data mining