A Machine Learning Approach to Detection of Critical Alerts from Imbalanced Multi-Appliance Threat Alert Logs.
Samuel NdichuTao BanTakeshi TakahashiDaisuke InouePublished in: IEEE BigData (2021)
Keyphrases
- object detection
- automatic detection
- detection method
- alert correlation
- detection accuracy
- detection algorithm
- detection rate
- machine learning
- false positives
- intrusion detection system
- multi class
- decision trees
- anomaly detection
- event detection
- information systems
- false alarms
- computer vision
- imbalanced datasets
- social networks