Multi-datasource machine learning in intrusion detection: Packet flows, system logs and host statistics.
Ying-Dar LinZe-Yu WangPo-Ching LinVan-Linh NguyenRen-Hung HwangYuan-Cheng LaiPublished in: J. Inf. Secur. Appl. (2022)
Keyphrases
- intrusion detection
- machine learning
- intrusion detection system
- data mining
- anomaly detection
- network security
- network traffic
- high detection rate
- network intrusion detection
- learning algorithm
- detecting anomalous
- computer security
- network intrusion
- data mining techniques
- cyber security
- pattern recognition
- decision trees
- knowledge discovery
- false positives and false negatives
- network intrusions
- intrusion detection and prevention
- alert correlation
- information security
- real world
- text mining
- supervised learning
- data streams
- artificial immune
- information retrieval
- active learning
- power grids
- training set
- stream data mining