Genetic Optimization Techniques for Enhancing Web Attacks Classification in Machine Learning.
Ameera S. JaradatAhmad NasayrehQais Al-Na'amnehHasan GharaibehRabia Emhamed Al MamlookPublished in: DASC/PiCom/CBDCom/CyberSciTech (2023)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- supervised machine learning
- decision trees
- web applications
- machine learning algorithms
- text classification
- semi supervised learning
- supervised learning
- classification accuracy
- web documents
- website
- feature selection
- model selection
- machine learning approaches
- support vector
- classification method
- pattern classification
- support vector machine svm
- information sources
- automatic classification
- image classification
- classification scheme
- supervised classification
- support vector machine
- active learning
- web pages
- web users
- data mining
- classification algorithm
- unsupervised learning
- digital images
- multi class
- training set
- preprocessing