Anomaly Detection in Sensor Systems Using Lightweight Machine Learning.
Hedde H. W. J. BosmanAntonio LiottaGiovanni IaccaHeinrich J. WörtchePublished in: SMC (2013)
Keyphrases
- lightweight
- anomaly detection
- machine learning
- intrusion detection
- network anomaly detection
- detecting anomalies
- network intrusion detection
- unsupervised learning
- communication infrastructure
- anomalous behavior
- behavior analysis
- network security
- unsupervised anomaly detection
- computer security
- network traffic
- knowledge discovery
- intrusion detection system
- connectionist systems
- data analysis
- computer systems
- intrusion prevention
- active learning
- authentication protocol
- computer vision
- development environments
- data mining
- feature selection
- decision trees
- network intrusion
- detect anomalies
- feature extraction
- wireless sensor networks
- data warehouse
- sensor data