API2Vec++: Boosting API Sequence Representation for Malware Detection and Classification.
Lei CuiJunnan YinJiancong CuiYuede JiPeng LiuZhiyu HaoXiaochun YunPublished in: IEEE Trans. Software Eng. (2024)
Keyphrases
- application programming interface
- malware detection
- feature selection
- source code
- machine learning
- malicious executables
- open source
- anomaly detection
- classification accuracy
- support vector
- feature space
- mashup
- feature vectors
- cost sensitive
- pattern recognition
- classification algorithm
- weak learners
- client server
- learning algorithm
- image classification
- feature extraction
- high level
- decision trees
- training samples
- benchmark datasets
- supervised learning
- active learning
- reverse engineering
- training set
- object recognition
- multiple classifier systems
- api calls