Poster abstract: Streamlined anomaly detection in web requests using recurrent neural networks.
Arne BochemHang ZhangDieter HogrefePublished in: INFOCOM Workshops (2017)
Keyphrases
- anomaly detection
- recurrent neural networks
- intrusion detection
- detecting anomalies
- anomalous behavior
- neural network
- intrusion detection system
- feed forward
- network intrusion detection
- echo state networks
- network traffic
- recurrent networks
- reservoir computing
- unsupervised anomaly detection
- detecting anomalous
- computer security
- malware detection
- network anomaly detection
- unsupervised learning
- behavior analysis
- network security
- one class support vector machines
- artificial neural networks
- negative selection algorithm
- maximum entropy
- detect anomalies
- self organizing maps
- nonlinear dynamic systems
- connectionist systems
- data mining