An Effective Classification of DDoS Attacks in a Distributed Network by Adopting Hierarchical Machine Learning and Hyperparameters Optimization Techniques.
Sandeep DasariRajesh KaluriPublished in: IEEE Access (2024)
Keyphrases
- machine learning
- distributed network
- hyperparameters
- model selection
- support vector
- cross validation
- ddos attacks
- machine learning methods
- decision trees
- bayesian methods
- machine learning algorithms
- bayesian framework
- incremental learning
- computer vision
- support vector machine
- maximum likelihood
- learning algorithm
- gaussian process
- data mining
- active learning
- feature selection
- training set
- supervised learning
- higher order
- graph cuts
- feature extraction
- em algorithm
- image reconstruction
- prior information
- generative model
- bayesian inference
- random sampling
- feature vectors
- sample size
- gaussian processes
- feature space