Anomaly detection by using a combination of generative adversarial networks and convolutional autoencoders.
Xukang LuoYing JiangEnqiang WangXinlei MenPublished in: EURASIP J. Adv. Signal Process. (2022)
Keyphrases
- anomaly detection
- intrusion detection
- unsupervised learning
- network intrusion detection
- anomalous behavior
- detecting anomalies
- intrusion detection system
- unsupervised anomaly detection
- deep belief networks
- computer security
- network traffic
- network anomaly detection
- network security
- one class support vector machines
- detecting anomalous
- denoising
- social networks
- network structure
- restricted boltzmann machine
- detect anomalies
- cumulative sum
- negative selection algorithm
- behavior analysis
- computer networks
- generative model
- connectionist systems
- data sets
- genetic algorithm
- decision trees
- malware detection
- reinforcement learning