Experimental comparison of features, analyses, and classifiers for Android malware detection.
Lwin Khin SharBiniam Fisseha DemissieMariano CeccatoYan Naing TunDavid LoLingxiao JiangChristoph BienertPublished in: Empir. Softw. Eng. (2023)
Keyphrases
- malware detection
- experimental comparison
- feature set
- malicious executables
- classification models
- feature selection
- extracted features
- feature values
- svm classifier
- feature vectors
- anomaly detection
- multiple classifiers
- support vector
- feature extraction
- feature subset
- application programming interface
- lexical features
- api calls
- classification method
- feature selection algorithms
- multiple features
- network traffic
- data mining
- mobile devices
- training set
- training data
- image segmentation
- learning algorithm
- machine learning