Machine learning methods for anomaly detection in computer networks.
Jakub GajdaJoanna KwiecienWojciech ChmielPublished in: MMAR (2022)
Keyphrases
- computer networks
- anomaly detection
- intrusion detection system
- network traffic
- intrusion detection
- network security
- detecting anomalies
- network intrusion detection
- anomalous behavior
- computer security
- detecting anomalous
- network management
- unsupervised anomaly detection
- behavior analysis
- computer systems
- one class support vector machines
- computer network security
- unsupervised learning
- streaming data
- information systems
- databases
- maximum entropy
- data processing
- principal component analysis
- data analysis
- malware detection
- detect anomalies
- machine learning
- cumulative sum
- data sets