LogPS: A Robust Log Sequential Anomaly Detection Approach Based on Natural Language Processing.
Dongjiang LiJing ZhangXianbo ZhangFeng LinChao WangLiang ChangPublished in: ICCT (2022)
Keyphrases
- anomaly detection
- natural language processing
- intrusion detection
- network intrusion detection
- detecting anomalies
- network traffic
- anomalous behavior
- computer security
- machine learning
- unsupervised anomaly detection
- intrusion detection system
- network security
- information extraction
- unsupervised learning
- detecting anomalous
- knowledge representation
- malware detection
- network anomaly detection
- natural language
- detect anomalies
- network intrusion
- one class support vector machines
- neural network
- pattern recognition
- normal behavior
- text mining
- connectionist systems
- cumulative sum
- co occurrence