An Attention-Based GRU Network for Anomaly Detection from System Logs.
Yixi XieLixin JiXiaotao ChengPublished in: IEICE Trans. Inf. Syst. (2020)
Keyphrases
- anomaly detection
- network traffic
- network anomaly detection
- detect anomalies
- intrusion detection
- detecting anomalies
- anomalous behavior
- network intrusion
- network intrusion detection
- intrusion detection system
- computer networks
- intrusion prevention
- one class support vector machines
- computer security
- unsupervised anomaly detection
- detecting anomalous
- behavior analysis
- unsupervised learning
- network security
- negative selection algorithm
- abnormal events
- knn
- cumulative sum
- bayesian networks
- normal behavior
- network structure
- probabilistic model
- connectionist systems
- data analysis