Detection and classification of malicious patterns in network traffic using Benford's law.
Liuying SunAnthony T. S. HoZhe XiaJiageng ChenXuzhe HuangYidan ZhangPublished in: APSIPA (2017)
Keyphrases
- ddos attacks
- normal traffic
- network traffic
- ip address
- decision trees
- feature extraction
- pattern recognition
- text classification
- malicious traffic
- anomaly detection
- machine learning
- unsupervised learning
- model selection
- supervised learning
- maximum likelihood
- training set
- detecting anomalous
- feature space
- feature selection
- intrusion detection
- network security
- false alarms
- traffic data
- malicious code