Combining Statistical and Machine Learning Techniques in IoT Anomaly Detection for Smart Homes.
Georgios SpanosKonstantinos M. GiannoutakisKonstantinos VotisDimitrios TzovarasPublished in: CAMAD (2019)
Keyphrases
- anomaly detection
- smart home
- intrusion detection
- activity recognition
- context aware
- ambient intelligence
- network traffic
- intrusion detection system
- detecting anomalies
- anomalous behavior
- network anomaly detection
- intelligent systems
- smart environments
- management system
- network intrusion detection
- one class support vector machines
- embedded systems
- unsupervised learning
- machine learning
- genetic algorithm
- network security
- human activities
- low cost
- computer vision
- computer networks
- maximum likelihood
- knowledge discovery
- negative selection algorithm
- misuse detection