On the use of machine learning for identifying botnet network traffic.
Matija StevanovicJens Myrup PedersenPublished in: J. Cyber Secur. Mobil. (2015)
Keyphrases
- network traffic
- machine learning
- intrusion detection
- anomaly detection
- network security
- computer networks
- traffic data
- network management
- network traffic data
- network bandwidth
- intrusion detection system
- network resources
- traffic volume
- traffic analysis
- network monitoring
- pattern recognition
- data analysis
- internet traffic
- data mining
- decision trees
- information extraction
- detecting anomalous
- computer vision
- network intrusion detection
- traffic patterns
- learning algorithm
- object recognition
- long range dependence
- normal traffic
- server load
- malicious code
- text mining
- text classification
- maximum likelihood
- unsupervised learning