Intelligent dual stream CNN and echo state network for anomaly detection.
Waseem UllahTanveer HussainZulfiqar Ahmad KhanUmair HaroonSung Wook BaikPublished in: Knowl. Based Syst. (2022)
Keyphrases
- anomaly detection
- echo state networks
- high dimensional data streams
- intrusion detection
- streaming data
- recurrent neural networks
- anomalous behavior
- detecting anomalies
- network intrusion detection
- data streams
- network traffic
- intrusion detection system
- detecting anomalous
- computer security
- network security
- behavior analysis
- network anomaly detection
- unsupervised learning
- one class support vector machines
- unsupervised anomaly detection
- detect anomalies
- neural network
- computer vision
- negative selection algorithm
- cumulative sum
- connectionist systems
- genetic algorithm
- pattern recognition
- malware detection
- hidden markov models
- model selection