Outlier Generation and Anomaly Detection Based on Intelligent One-Class Techniques over a Bicomponent Mixing System.
Esteban JoveJosé Luís Casteleiro-RocaHéctor QuintiánJuan Albino Méndez PérezJosé Luís Calvo-RollePublished in: SOCO (2019)
Keyphrases
- anomaly detection
- novelty detection
- intrusion detection
- detecting anomalies
- network traffic
- network intrusion detection
- unsupervised anomaly detection
- anomalous behavior
- unsupervised learning
- behavior analysis
- computer security
- network anomaly detection
- detecting anomalous
- intrusion detection system
- detect anomalies
- network security
- outlier detection
- cumulative sum
- one class support vector machines
- data assimilation
- machine learning
- malware detection
- negative selection algorithm
- connectionist systems
- maximum likelihood