Comparing Anomaly Detection and Classification Algorithms: A Case Study in Two Domains.
Miroslaw StaronHelena Odenstedt HergésLinda BlockMartin SjödinPublished in: SWQD (2023)
Keyphrases
- anomaly detection
- intrusion detection
- one class support vector machines
- intrusion detection system
- feature extraction
- detecting anomalies
- network intrusion detection
- network traffic
- anomalous behavior
- decision trees
- evolutionary algorithm
- learning algorithm
- tensor analysis
- malware detection
- unsupervised learning
- supervised learning
- pattern recognition
- support vector
- model selection
- principal component analysis
- pattern classification
- behavior analysis
- computer security
- training set
- network intrusion
- feature selection
- data mining
- detecting anomalous
- cumulative sum
- unsupervised anomaly detection