Enhancing State-of-the-art Classifiers with API Semantics to Detect Evolved Android Malware.
Xiaohan ZhangYuan ZhangMing ZhongDaizong DingYinzhi CaoYukun ZhangMi ZhangMin YangPublished in: CCS (2020)
Keyphrases
- malware detection
- application programming interface
- anomaly detection
- api calls
- training data
- detect malicious
- naive bayes
- mobile devices
- decision trees
- classifier combination
- classification algorithm
- svm classifier
- feature selection
- support vector
- detection algorithm
- logic programming
- ensemble learning
- open source
- anti virus
- source code
- classifier ensemble
- ensemble classifier
- training examples
- classification models
- mobile applications
- training samples
- semantic information
- class labels
- machine learning algorithms