Novel hybrid firefly algorithm: an application to enhance XGBoost tuning for intrusion detection classification.
Miodrag ZivkovicMilan TairVenkatachalam KNebojsa BacaninStepán HubálovskýPavel TrojovskýPublished in: PeerJ Comput. Sci. (2022)
Keyphrases
- intrusion detection
- intrusion detection system
- anomaly detection
- firefly algorithm
- network security
- network intrusion detection
- credit card fraud detection
- network traffic
- high detection rate
- detecting anomalous
- information security
- artificial immune
- machine learning
- training data
- data mining
- data analysis
- classification accuracy
- pattern recognition
- feature extraction
- convergence speed
- text classification
- network intrusion
- network intrusions
- model selection
- data mining techniques
- neural network
- data sets
- computer networks
- supervised learning
- evolutionary algorithm
- training set
- feature space
- support vector
- feature selection
- genetic algorithm
- databases