Online Transition-Based Feature Generation for Anomaly Detection in Concurrent Data Streams.
Yinzheng ZhongAlexei LisitsaPublished in: ICISSP (2023)
Keyphrases
- anomaly detection
- feature generation
- data streams
- anomalous behavior
- inductive learning
- intrusion detection
- detecting anomalies
- network traffic
- text categorization
- word sense disambiguation
- statistical approaches
- one class support vector machines
- constructive induction
- unsupervised learning
- intrusion detection system
- concept drift
- inductive logic programming
- generation method
- feature representations
- knowledge acquisition
- information extraction
- feature construction
- training data
- data sets
- data analysis
- reinforcement learning
- genetic algorithm
- machine learning