Network anomaly detection using IP flows with Principal Component Analysis and Ant Colony Optimization.
Gilberto Fernandes Jr.Luiz Fernando CarvalhoJoel J. P. C. RodriguesMario Lemes Proença Jr.Published in: J. Netw. Comput. Appl. (2016)
Keyphrases
- ant colony optimization
- network anomaly detection
- principal component analysis
- anomaly detection
- network intrusion detection
- swarm intelligence
- metaheuristic
- ant colony
- traveling salesman problem
- combinatorial optimization problems
- ant colony optimization algorithm
- aco algorithm
- particle swarm optimization
- self organizing maps
- aco algorithms
- ant colonies
- ant colony algorithm
- face recognition
- nature inspired
- artificial ants
- feature space
- particle swarm optimization pso
- genetic algorithm
- dimensionality reduction
- intrusion detection
- nature inspired algorithms
- feature extraction
- metaheuristic algorithms
- global optimization
- ant colony optimisation
- training set
- decision trees