Performance Analysis of Machine Learning Algorithms on Imbalanced DDoS Attack Dataset.
Dipok DebHansapani RodrigoSanjeev KumarPublished in: AIIoT (2024)
Keyphrases
- machine learning algorithms
- ddos attacks
- benchmark data sets
- learning algorithm
- machine learning
- machine learning methods
- learning problems
- decision trees
- predictive accuracy
- machine learning approaches
- learning models
- machine learning models
- benchmark datasets
- random forests
- learning tasks
- standard machine learning algorithms
- dos attacks
- network services
- machine learning systems
- statistical learning
- class imbalance
- information systems
- denial of service attacks