Interpretable Unsupervised Log Anomaly Detection.
Jaeho BangSungchul KimRyan A. RossiTong YuHandong ZhaoPublished in: BigData (2023)
Keyphrases
- anomaly detection
- unsupervised anomaly detection
- unsupervised learning
- intrusion detection
- novelty detection
- network traffic
- anomalous behavior
- semi supervised
- detecting anomalies
- intrusion detection system
- network intrusion detection
- supervised learning
- negative selection algorithm
- network intrusion
- computer security
- detecting anomalous
- behavior analysis
- network security
- cumulative sum
- detect anomalies
- malware detection
- one class support vector machines
- network anomaly detection
- machine learning
- data assimilation
- hidden markov models