Hyperparameter Optimization of ICS Intrusion Detection Classifier Based on Improved Hybrid Algorithm.
Chenjun TangHai LiangYong DingYujue WangShijie TangPublished in: SPDE (2020)
Keyphrases
- intrusion detection
- hybrid algorithm
- hybrid optimization algorithm
- optimization method
- intrusion detection system
- particle swarm optimization
- anomaly detection
- network intrusion detection
- network traffic
- optimization algorithm
- tabu search
- particle swarm optimization pso
- differential evolution
- particle swarm
- network security
- simulated annealing
- standard test problems
- high detection rate
- detecting anomalous
- genetic algorithm
- optimal solution
- information security
- network intrusion
- global optimization
- network attacks
- imperialist competitive algorithm
- ant colony optimization
- alert correlation
- databases
- outlier mining
- optimization problems
- intrusion prevention
- function optimization
- metaheuristic
- evolutionary algorithm
- network intrusions
- nonlinear integer programming
- data mining