A Hierarchical Automata Based Approach for Anomaly Detection in Smart Home Devices.
Kai KangLijie XuWei WangGuoquan WuJun WeiWei ShiJizhong LiPublished in: iThings/GreenCom/CPSCom/SmartData/Cybermatics (2020)
Keyphrases
- anomaly detection
- smart home
- smart home environment
- intelligent environments
- home environment
- intrusion detection
- embedded systems
- home environments
- ambient intelligence
- detecting anomalies
- activity recognition
- anomalous behavior
- network intrusion detection
- context aware
- network traffic
- ambient assisted living
- detect anomalies
- unsupervised learning
- intrusion detection system
- network security
- intelligent systems
- one class support vector machines
- network anomaly detection
- human activities
- surveillance system
- computer vision
- mobile devices
- smart environments
- negative selection algorithm
- software systems
- intelligent agents
- probabilistic model
- pairwise
- reinforcement learning
- machine learning