Android Malware Detection Methods Based on the Combination of Clustering and Classification.
Zhi XiongTing GuoQinkun ZhangYu ChengKai XuPublished in: NSS (2018)
Keyphrases
- malware detection
- machine learning methods
- classification method
- benchmark datasets
- feature vectors
- machine learning algorithms
- density estimation
- classification systems
- preprocessing
- text classification
- unsupervised learning
- anomaly detection
- feature extraction
- decision trees
- classification decisions
- data mining
- malicious executables
- text mining
- mobile devices
- pairwise
- feature selection
- machine learning