Use the ensemble methods when detecting DoS attacks in Network Intrusion Detection Systems.
Hoang Ngoc ThanhTran Van LangPublished in: EAI Endorsed Trans. Context aware Syst. Appl. (2019)
Keyphrases
- network intrusion detection systems
- ensemble methods
- dos attacks
- network security
- network intrusion
- intrusion detection system
- intrusion detection
- denial of service
- prediction accuracy
- denial of service attacks
- benchmark datasets
- random forests
- decision trees
- ensemble learning
- machine learning methods
- computer networks
- network traffic
- anomaly detection
- lightweight
- bootstrap sampling
- base classifiers
- network intrusion detection
- decision tree ensembles
- computer systems
- information security
- ddos attacks
- base learners
- data points
- training data
- data mining
- mobile ad hoc networks