Measurement of Malware Family Classification on a Large-Scale Real-World Dataset.
Qinqin WangHanbing YanChang ZhaoRui MeiZhihui HanYu ZhouPublished in: TrustCom (2022)
Keyphrases
- real world
- synthetic datasets
- classification method
- classification accuracy
- support vector machine
- data sets
- support vector
- pattern recognition
- uci datasets
- real life
- classification systems
- benchmark datasets
- decision trees
- synthetic data
- classification models
- text classification
- classification algorithm
- small scale
- automatic classification
- classification scheme
- feature selection
- pattern classification
- hierarchical text classification
- fold cross validation
- large scale data sets
- decision rules
- support vector machine svm
- image classification
- feature set
- feature vectors
- machine learning
- machine learning algorithms
- training samples
- unsupervised learning
- reverse engineering
- special case
- training set
- microarray datasets
- preprocessing
- learning algorithm
- statistical classification