LogTransfer: Cross-System Log Anomaly Detection for Software Systems with Transfer Learning.
Rui ChenShenglin ZhangDongwen LiYuzhe ZhangFangrui GuoWeibin MengDan PeiYuzhi ZhangXu ChenYuqing LiuPublished in: ISSRE (2020)
Keyphrases
- software systems
- transfer learning
- anomaly detection
- software engineering
- source code
- learning tasks
- intrusion detection
- labeled data
- cross domain
- machine learning
- detecting anomalies
- anomalous behavior
- software development
- activity recognition
- reinforcement learning
- network intrusion detection
- collaborative filtering
- active learning
- transfer knowledge
- text classification
- text categorization
- one class support vector machines
- semi supervised learning
- machine learning algorithms
- intrusion detection system
- detect anomalies
- multi agent systems
- unsupervised learning
- text mining
- learning algorithm
- target domain
- database
- unlabeled data
- data sets
- data model
- information extraction
- semi supervised
- supervised learning
- dimensionality reduction