UASDAC: An Unsupervised Adaptive Scalable DDoS Attack Classification in Large-Scale IoT Network Under Concept Drift.
Saravanan SelvamUma Maheswari BalasubramanianPublished in: IEEE Access (2024)
Keyphrases
- concept drift
- ddos attacks
- data stream classification
- classification algorithm
- novelty detection
- data streams
- supervised learning
- unsupervised learning
- ensemble classifier
- classification accuracy
- pattern recognition
- network services
- decision trees
- streaming data
- denial of service attacks
- non stationary
- class labels
- text classification
- feature selection
- data distribution
- machine learning
- drifting concepts
- management system
- training set
- change detection
- incremental learning
- support vector
- remote sensing
- machine learning methods
- computer networks
- multi dimensional
- support vector machine
- feature space
- dos attacks
- training data
- feature extraction
- learning algorithm