An Efficient Network Traffic Classification Method based on Combined Feature Dimensionality Reduction.
Ye GengSaihua CaiSongling QinHaibo ChenShang YinPublished in: QRS Companion (2021)
Keyphrases
- classification method
- network traffic
- dimensionality reduction
- intrusion detection
- anomaly detection
- k nearest neighbor
- knn
- support vector machine svm
- intrusion detection system
- text classification
- classification algorithm
- network monitoring
- feature extraction
- traffic patterns
- support vector machine
- principal component analysis
- network intrusion detection
- network bandwidth
- traffic data
- feature vectors
- network traffic data
- clustering algorithm
- feature selection
- internet traffic
- neural network
- detecting anomalous
- high dimensional
- pattern recognition
- unsupervised learning
- object recognition
- face recognition