Boosting the scalability of botnet detection using adaptive traffic sampling.
Junjie ZhangXiapu LuoRoberto PerdisciGuofei GuWenke LeeNick FeamsterPublished in: AsiaCCS (2011)
Keyphrases
- network traffic
- automatic detection
- detection algorithm
- object detection
- anomaly detection
- detection method
- false positives
- monte carlo
- traffic data
- detection accuracy
- false alarms
- adaptive sampling
- learning algorithm
- ddos attacks
- traffic control
- detection rate
- denial of service attacks
- vehicle detection
- peer to peer
- generalized likelihood ratio
- fault tolerance
- dos attacks
- traffic conditions
- ensemble methods
- feature selection