Evolving optimised decision rules for intrusion detection using particle swarm paradigm.
Siva S. Sivatha SindhuS. GeethaArputharaj KannanPublished in: Int. J. Syst. Sci. (2012)
Keyphrases
- decision rules
- intrusion detection
- particle swarm
- particle swarm optimization
- optimization method
- particle swarm optimization algorithm
- intrusion detection system
- swarm intelligence
- rough sets
- evolutionary algorithm
- multi objective
- anomaly detection
- network intrusion detection
- network security
- optimization methods
- decision trees
- pso algorithm
- differential evolution
- network traffic
- fitness function
- genetic algorithm
- data mining
- high detection rate
- network intrusion
- detecting anomalous
- hybrid algorithm
- network intrusions
- global optimization
- alert correlation
- convergence speed
- databases
- particle swarm optimization pso
- feature space
- data mining techniques
- genetic programming
- optimization algorithm
- computer networks
- optimization problems
- classification accuracy
- active learning
- objective function
- training data
- evolutionary computation
- network attacks
- machine learning