Active Learning-based Isolation Forest (ALIF): Enhancing anomaly detection with expert feedback.
Elisa MarcelliTommaso BarbariolDavide SartorGian Antonio SustoPublished in: Inf. Sci. (2024)
Keyphrases
- anomaly detection
- active learning
- relevance feedback
- intrusion detection
- anomalous behavior
- detecting anomalies
- network intrusion detection
- network traffic
- network anomaly detection
- computer security
- intrusion detection system
- machine learning
- network security
- supervised learning
- semi supervised
- one class support vector machines
- unsupervised anomaly detection
- unsupervised learning
- learning process
- behavior analysis
- malware detection
- normal behavior
- detecting anomalous
- transfer learning
- cost sensitive
- training set
- computer vision
- learning algorithm
- data mining