A novel adaptive optimization framework for SVM hyper-parameters tuning in non-stationary environment: A case study on intrusion detection system.
Dhruba Jyoti KalitaVibhav Prakash SinghVinay KumarPublished in: Expert Syst. Appl. (2023)
Keyphrases
- non stationary
- intrusion detection system
- adaptive algorithms
- support vector
- hyperparameters
- intrusion detection
- bayesian inference
- network security
- bayesian framework
- feature vectors
- decision trees
- ls svm
- model selection
- knn
- probabilistic model
- training data
- denoising
- multiresolution
- empirical mode decomposition
- feature selection
- distributed intrusion detection