Few-Shot Malware Traffic Classification Method Using Network Traffic and Meta Transfer Learning.
Hanyi GuoXixi ZhangYu WangBamidele AdebisiHaris GacaninGuan GuiPublished in: VTC Fall (2022)
Keyphrases
- network traffic
- classification method
- transfer learning
- malicious code
- text classification
- traffic volume
- labeled data
- intrusion detection
- internet traffic
- traffic data
- knn
- text categorization
- k nearest neighbor
- reinforcement learning
- network security
- active learning
- support vector machine svm
- semi supervised learning
- anomaly detection
- classification algorithm
- intrusion detection system
- traffic patterns
- network traffic data
- machine learning
- network intrusion detection
- text mining
- support vector machine
- machine learning algorithms
- collaborative filtering
- learning algorithm
- video data
- normal traffic
- real world
- video sequences
- unlabeled data
- video content
- unsupervised learning
- maximum likelihood
- principal component analysis
- nearest neighbor
- support vector
- training data
- image processing
- neural network