LogELECTRA: Self-supervised Anomaly Detection for Unstructured Logs.
Yuki YamanakaTomokatsu TakahashiTakuya MinamiYoshiaki NakajimaPublished in: CoRR (2024)
Keyphrases
- anomaly detection
- intrusion detection
- anomalous behavior
- network intrusion detection
- detecting anomalies
- unsupervised anomaly detection
- intrusion detection system
- detecting anomalous
- network traffic
- network security
- computer security
- network anomaly detection
- behavior analysis
- one class support vector machines
- detect anomalies
- unsupervised learning
- data processing
- pairwise
- pattern recognition
- reinforcement learning
- negative selection algorithm
- learning algorithm