Weighted heterogeneous ensemble for the classification of intrusion detection using ant colony optimization for continuous search spaces.
Dheeb AlbashishAbdulla AburommanPublished in: Soft Comput. (2023)
Keyphrases
- intrusion detection
- ant colony optimization
- metaheuristic
- intrusion detection system
- anomaly detection
- ant colony
- search space
- traveling salesman problem
- swarm intelligence
- network intrusion detection
- particle swarm optimization
- network traffic
- classification accuracy
- ant colony optimization algorithm
- network security
- aco algorithm
- combinatorial optimization problems
- ant colony algorithm
- ant colonies
- artificial ants
- particle swarm optimization pso
- feature selection
- data mining
- detecting anomalous
- genetic algorithm
- decision trees
- alert correlation
- text classification
- feature space
- training set
- function optimization
- aco algorithms
- data mining techniques
- supervised learning
- evolutionary computation
- artificial immune system
- training data
- lower bound
- multi class
- optimization problems
- expectation maximization
- computer systems
- tabu search
- classification algorithm