Explaining Machine Learning-Based Feature Selection of IDS for IoT and CPS Devices.
Sesan AkintadeSeongtae KimKaushik RoyPublished in: AIAI (2) (2023)
Keyphrases
- feature selection
- machine learning
- support vector machine
- text classification
- intrusion detection system
- learning algorithm
- text categorization
- active learning
- mobile devices
- feature engineering
- model selection
- computer science
- machine learning methods
- high dimensionality
- irrelevant features
- intrusion detection
- information gain
- smart objects
- mutual information
- feature set
- classification accuracy
- support vector
- feature selection algorithms
- information extraction
- explanation based learning
- data mining
- artificial intelligence
- computer vision
- inductive learning
- big data
- decision trees
- pattern recognition
- knowledge representation
- multi class
- feature construction
- feature ranking
- discriminative features
- natural language processing
- neural network
- classification models
- mobile applications
- embedded systems
- inductive logic programming
- microarray data
- learning systems
- unsupervised learning
- management system