Anomaly Detection in Unstructured Logs Using Attention-based Bi-LSTM Network.
Dongqing YuXiaowei HouCe LiQiujian LvYan WangNing LiPublished in: IC-NIDC (2021)
Keyphrases
- anomaly detection
- network traffic
- network anomaly detection
- intrusion detection
- detect anomalies
- network intrusion
- network intrusion detection
- detecting anomalies
- anomalous behavior
- unsupervised anomaly detection
- intrusion prevention
- computer security
- intrusion detection system
- computer networks
- normal behavior
- detecting anomalous
- recurrent neural networks
- network security
- business intelligence
- machine learning
- behavior analysis
- malware detection
- network structure
- unsupervised learning
- genetic algorithm
- pattern recognition
- one class support vector machines
- training data