Future of generative adversarial networks (GAN) for anomaly detection in network security: A review.
Willone LimKelvin Sheng Chek YongBee Theng LauColin Choon Lin TanPublished in: Comput. Secur. (2024)
Keyphrases
- supervised learning
- anomaly detection
- network security
- unsupervised learning
- intrusion detection
- intrusion detection system
- network traffic
- computer networks
- wired networks
- traffic analysis
- semi supervised
- network intrusion
- computer security
- network intrusion detection
- active learning
- detecting anomalies
- anomalous behavior
- machine learning
- risk assessment
- learning algorithm
- detect anomalies
- ip networks
- one class support vector machines
- internet traffic
- negative selection algorithm
- real world
- data sets
- misuse detection
- network management
- pairwise
- feature space
- feature extraction
- data mining
- databases