Experimenting Ensemble Machine Learning for DDoS Classification: Timely Detection of DDoS Using Large Scale Dataset.
Hafiz AmaadHajrah MughalPublished in: ICACS (2023)
Keyphrases
- machine learning
- machine learning methods
- feature selection
- decision trees
- pattern recognition
- benchmark datasets
- text classification
- supervised learning
- supervised machine learning
- machine learning algorithms
- support vector machine
- ddos attacks
- distributed denial of service attacks
- image classification
- denial of service attacks
- feature vectors
- classification accuracy
- majority voting
- detection method
- supervised classification
- false positives
- classification models
- machine learning approaches
- ensemble methods
- feature extraction
- learning algorithm
- text mining
- final classification
- feature set
- multiple classifier systems
- unsupervised learning
- classifier ensemble
- feature ranking
- eeg signals
- model selection
- multiple classifiers
- classification systems
- support vector machine svm
- data mining
- ensemble learning
- protein classification
- feature space