Improving the Detection of Unknown Computer Worms Activity Using Active Learning.
Robert MoskovitchNir NissimDima StopelClint FeherRoman EnglertYuval EloviciPublished in: KI (2007)
Keyphrases
- active learning
- false positives
- false alarms
- detection method
- computer systems
- detection algorithm
- detection accuracy
- detection rate
- event detection
- learning strategies
- anomaly detection
- supervised learning
- object detection
- experimental design
- computer vision
- automatic detection
- computer technology
- random sampling
- data sets
- selective sampling
- information systems
- machine learning