Software Log Anomaly Detection Through One Class Clustering of Transformer Encoder Representation.
Rin HirakawaKeitaro TominagaYoshihisa NakatohPublished in: HCI (38) (2020)
Keyphrases
- anomaly detection
- intrusion detection
- anomalous behavior
- detecting anomalies
- network intrusion detection
- unsupervised learning
- computer network security
- network traffic
- unsupervised anomaly detection
- intrusion detection system
- one class support vector machines
- detecting anomalous
- clustering algorithm
- computer security
- k means
- clustering analysis
- network anomaly detection
- network security
- behavior analysis
- bit rate
- computer systems
- malware detection
- genetic algorithm
- detect anomalies
- motion estimation
- negative selection algorithm
- knowledge discovery
- data analysis
- learning algorithm