Ensemble Two Stage Machine Learning for Network Abnormal Detection.
Runze DuRunzhi LiZijiao ZhangPublished in: ICMLC (2023)
Keyphrases
- machine learning
- ensemble methods
- neural network
- machine learning methods
- object detection
- automatic detection
- anomaly detection
- learning algorithm
- detection rate
- network model
- feature selection
- complex networks
- detection algorithm
- communication networks
- false positives
- wireless sensor networks
- decision trees
- abnormal behavior
- abnormal events
- machine learning approaches
- network traffic
- false alarms
- detection method
- peer to peer
- natural language processing
- knowledge representation
- training set
- feature space
- training data
- network attacks
- network architecture
- detection accuracy
- network management
- random forest
- computer networks
- prediction accuracy
- machine learning algorithms
- intrusion detection
- text classification
- active learning
- natural language
- pattern recognition
- data mining