Leveraging Metaheuristics for Feature Selection With Machine Learning Classification for Malicious Packet Detection in Computer Networks.
Aganith ShanbhagShweta VincentS. B. Bore GowdaOm Prakash KumarSharmila Anand John FrancisPublished in: IEEE Access (2024)
Keyphrases
- computer networks
- machine learning
- feature selection
- text classification
- support vector machine
- classification accuracy
- machine learning methods
- normal traffic
- network security
- intrusion detection system
- support vector
- pattern recognition
- network traffic
- classification models
- feature extraction
- machine learning algorithms
- model selection
- irrelevant features
- data mining
- feature set
- supervised learning
- feature space
- decision trees
- computer systems
- feature selection algorithms
- method for feature selection
- text categorization
- network management
- training set
- simulated annealing
- learning algorithm
- discriminative features
- multi class
- text mining
- reinforcement learning
- data analysis
- pairwise
- feature vectors
- anomaly detection
- databases
- computer network security