DeepSyslog: Deep Anomaly Detection on Syslog Using Sentence Embedding and Metadata.
Junwei ZhouYijia QianQingtian ZouPeng LiuJianwen XiangPublished in: IEEE Trans. Inf. Forensics Secur. (2022)
Keyphrases
- anomaly detection
- metadata
- intrusion detection
- detecting anomalies
- network intrusion detection
- anomalous behavior
- detecting anomalous
- network traffic
- natural language
- databases
- behavior analysis
- network anomaly detection
- novelty detection
- unsupervised anomaly detection
- negative selection algorithm
- computer security
- network security
- unsupervised learning
- network intrusion
- intrusion detection system
- one class support vector machines
- action recognition
- pairwise
- connectionist systems
- cumulative sum
- feature selection