Machine Learning for Botnet Detection: An Optimized Feature Selection Approach.
Moemedi LefoaneIbrahim GhafirSohag KabirIrfan-Ullah AwanPublished in: ICFNDS (2021)
Keyphrases
- machine learning
- feature selection
- text classification
- false positives
- automatic detection
- support vector machine
- detection algorithm
- machine learning methods
- object detection
- unsupervised learning
- dimensionality reduction
- support vector
- information gain
- false alarms
- mutual information
- model selection
- detection accuracy
- learning algorithm
- machine learning algorithms
- feature engineering
- inductive learning
- feature selection algorithms
- machine learning approaches
- discriminative features
- text categorization
- semi supervised learning
- feature set
- text mining
- multi class
- knowledge discovery
- active learning
- decision trees
- detection method
- learning tasks
- learning models
- feature extraction
- explanation based learning
- artificial intelligence
- feature generation
- data mining