Intrusion Detection using hybridized Meta-heuristic techniques with Weighted XGBoost Classifier.
Ghulam MohiuddinZhijun LinJiangbin ZhengJunsheng WuWeigang LiYifan FangSifei WangJiajun ChenXinyu ZengPublished in: Expert Syst. Appl. (2023)
Keyphrases
- intrusion detection
- metaheuristic
- high detection rate
- particle swarm optimization
- simulated annealing
- tabu search
- optimization problems
- intrusion detection system
- anomaly detection
- network security
- network traffic
- ant colony optimization
- search space
- combinatorial optimization
- optimal solution
- network intrusion detection
- data mining
- genetic algorithm ga
- memetic algorithm
- genetic algorithm
- information security
- alert correlation
- vehicle routing problem
- support vector
- search procedure
- training data
- job shop scheduling problem
- decision trees
- feature selection
- harmony search
- intrusion prevention
- detecting anomalous
- feature space
- fraud detection
- network attacks
- false positive rate
- multi objective
- benchmark problems
- computer networks
- training set
- guided local search
- evolutionary algorithm