Semi-Supervised Active Learning for Anomaly Detection in Aviation.
Milad MemarzadehBryan MatthewsThomas TemplinAida Sharif RohaniDaniel WecklerPublished in: J. Aerosp. Inf. Syst. (2023)
Keyphrases
- anomaly detection
- semi supervised
- active learning
- unsupervised learning
- unsupervised anomaly detection
- semi supervised learning
- labeled data
- supervised learning
- intrusion detection
- unlabeled data
- detecting anomalies
- network intrusion detection
- network traffic
- anomalous behavior
- network anomaly detection
- machine learning
- computer security
- one class support vector machines
- network intrusion
- pairwise
- training set
- learning algorithm
- detecting anomalous
- intrusion detection system
- behavior analysis
- malware detection
- negative selection algorithm
- genetic algorithm
- learning process
- network security
- cost sensitive
- neural network
- pool based active learning
- normal behavior
- cumulative sum
- similarity measure
- transfer learning