How Important Are Logs of Ordinary Operations? Empirical Investigation of Anomaly Detection.
Akinori MuramatsuMasayoshi AritsugiPublished in: AINA (2019)
Keyphrases
- anomaly detection
- intrusion detection
- detecting anomalies
- anomalous behavior
- network intrusion detection
- network traffic
- unsupervised anomaly detection
- detecting anomalous
- one class support vector machines
- detect anomalies
- computer security
- network security
- unsupervised learning
- network anomaly detection
- malware detection
- behavior analysis
- pairwise
- negative selection algorithm
- neural network
- data mining applications
- pattern mining
- intrusion detection system
- action recognition
- learning algorithm