Ultra-lightweight deep packet anomaly detection for Internet of Things devices.
Douglas H. SummervilleKenneth M. ZachYu ChenPublished in: IPCCC (2015)
Keyphrases
- lightweight
- anomaly detection
- mobile devices
- communication infrastructure
- handheld devices
- intrusion detection
- detecting anomalies
- network traffic
- normal traffic
- anomalous behavior
- network intrusion detection
- unsupervised anomaly detection
- intrusion detection system
- network anomaly detection
- rfid tags
- detect anomalies
- unsupervised learning
- one class support vector machines
- wireless sensor networks
- connectionist systems
- detecting anomalous
- mobile applications
- negative selection algorithm
- development environments
- cumulative sum
- maximum likelihood
- high dimensional
- network security
- reinforcement learning