Active Learning of Discriminative Subgraph Patterns for API Misuse Detection.
Hong Jin KangDavid LoPublished in: IEEE Trans. Software Eng. (2022)
Keyphrases
- active learning
- misuse detection
- semi supervised
- intrusion detection
- intrusion detection system
- data mining
- anomaly detection
- intrusion detection and prevention
- learning strategies
- random sampling
- machine learning
- semi supervised learning
- source code
- supervised learning
- learning algorithm
- open source
- network security
- training examples
- selective sampling
- pattern recognition
- training set
- application programming interface
- metadata
- transfer learning
- high level
- unsupervised learning
- computational intelligence
- feature extraction
- data analysis
- labeled data
- feature selection
- batch mode
- association rules
- learning process
- information retrieval