Classification of UDP Traffic for DDoS Detection.
Alexandru G. BardasLoai ZomlotSathya Chandran SundaramurthyXinming OuS. Raj RajagopalanMarc R. EisenbarthPublished in: LEET (2012)
Keyphrases
- classification accuracy
- feature extraction
- pattern recognition
- automatic detection
- decision trees
- robust detection
- automatic classification
- machine learning
- support vector
- neyman pearson
- network traffic
- classification algorithm
- support vector machine svm
- image classification
- training samples
- text classification
- detection method
- detection rate
- false alarms
- object detection
- semi supervised
- support vector machine
- feature extraction and classification
- training set
- denial of service attacks
- training data