An Approach for Detection of Botnet Based on Machine Learning Classifier.
Priyanka C. TikekarSwati S. SherekarJatinder KumarPublished in: SN Comput. Sci. (2024)
Keyphrases
- machine learning
- support vector machine classifier
- feature selection
- decision trees
- support vector
- learning algorithm
- support vector machine
- artificial intelligence
- feature extraction and classification
- machine learning methods
- data mining
- detection algorithm
- classification scheme
- learning classifier systems
- detection rate
- detection method
- training examples
- peer to peer
- detection accuracy
- natural language processing
- supervised learning
- false negative
- training data
- multiple classifiers
- classification process
- knowledge acquisition
- cost sensitive learning
- spam detection
- false alarms
- automatic detection
- false positives
- text mining
- object detection
- active learning
- feature space
- feature extraction
- learning tasks
- svm classifier
- data sets
- feature set
- linear classifiers
- classifier ensemble
- pattern recognition
- computer vision
- neural network