Performance evaluation of machine learning models for distributed denial of service attack detection using improved feature selection and hyper-parameter optimization techniques.
Beenish HabibFarida KhursheedPublished in: Concurr. Comput. Pract. Exp. (2022)
Keyphrases
- machine learning models
- attack detection
- feature selection
- spam filtering
- machine learning algorithms
- machine learning
- multistage
- machine learning approaches
- ddos attacks
- text categorization
- feature reduction
- classification accuracy
- feature set
- dimensionality reduction
- intrusion detection system
- feature subset
- feature space
- support vector
- model selection
- active learning
- information systems