Feature encoding with autoencoder and differential evolution for network intrusion detection using machine learning.
Miguel León OrtizTijana MarkovicSasikumar PunnekkatPublished in: GECCO Companion (2022)
Keyphrases
- differential evolution
- network intrusion detection
- machine learning
- evolutionary algorithm
- network anomaly detection
- intrusion detection
- optimization algorithm
- anomaly detection
- differential evolution algorithm
- particle swarm optimization
- network intrusion
- genetic algorithm
- mutation operator
- particle swarm optimization pso
- fraud detection
- parameter optimization
- intrusion detection system
- numerical optimization problems
- artificial bee colony
- global optimization problems
- data mining
- network traffic
- multi objective
- text classification
- active learning
- learning algorithm
- knowledge discovery
- computational intelligence
- real coded
- reinforcement learning
- network security
- crossover operator
- supervised learning
- feature vectors
- pairwise
- outlier detection
- neural network