CausalConvLSTM: Semi-Supervised Log Anomaly Detection Through Sequence Modeling.
Steven YenMelody MohTeng-Sheng MohPublished in: ICMLA (2019)
Keyphrases
- anomaly detection
- semi supervised
- unsupervised anomaly detection
- intrusion detection
- detecting anomalies
- network intrusion detection
- unsupervised learning
- anomalous behavior
- network traffic
- semi supervised learning
- data assimilation
- behavior analysis
- intrusion detection system
- computer security
- one class support vector machines
- network anomaly detection
- active learning
- detect anomalies
- supervised learning
- feature extraction
- cumulative sum
- negative selection algorithm
- network intrusion
- pairwise
- data mining