Intelligent Unsupervised Network Traffic Classification Method Using Adversarial Training and Deep Clustering for Secure Internet of Things.
Weijie ZhangLanping ZhangXixi ZhangYu WangPengfei LiuGuan GuiPublished in: Future Internet (2023)
Keyphrases
- classification method
- network traffic
- anomaly detection
- unsupervised learning
- clustering algorithm
- intrusion detection
- covert channel
- supervised learning
- text classification
- knn
- intrusion detection system
- network security
- k nearest neighbor
- support vector machine svm
- detecting anomalous
- internet traffic
- classification algorithm
- k means
- training set
- network intrusion detection
- traffic data
- support vector machine
- training examples
- network bandwidth
- long range dependence
- training samples
- outlier detection
- traffic flow
- neural network
- nearest neighbor
- semi supervised
- pattern recognition
- support vector
- feature extraction
- normal traffic
- real world