Detecting abnormal DNS traffic using unsupervised machine learning.
Thi Quynh NguyenRomain LabordeAbdelmalek BenzekriBruno Qu'henPublished in: CSNet (2020)
Keyphrases
- machine learning
- unsupervised learning
- supervised learning
- supervised classification
- traffic flow
- pattern recognition
- learning tasks
- data mining
- machine learning approaches
- data driven
- computational intelligence
- semi supervised
- explanation based learning
- network traffic
- knowledge representation
- learning algorithm
- machine learning algorithms
- active learning
- computer science
- model selection
- road network
- text mining
- load balancing
- transfer learning
- machine learning methods
- learning systems
- knowledge discovery
- supervised and semi supervised
- text classification
- unsupervised manner
- traffic congestion
- traffic control
- semi supervised learning
- real time
- support vector machine
- data analysis
- image sequences
- decision trees
- neural network