MetaLog: Generalizable Cross-System Anomaly Detection from Logs with Meta-Learning.
Chenyangguang ZhangTong JiaGuopeng ShenPinyan ZhuYing LiPublished in: ICSE (2024)
Keyphrases
- anomaly detection
- meta learning
- inductive learning
- learning tasks
- intrusion detection
- model selection
- machine learning algorithms
- machine learning
- detecting anomalies
- decision trees
- network intrusion detection
- anomalous behavior
- network traffic
- intrusion detection system
- negative selection algorithm
- data mining
- unsupervised learning
- feature selection
- metamodel
- base classifiers
- multi class
- network anomaly detection
- neural network
- genetic algorithm