Enhancing Smart Home Security: Anomaly Detection and Face Recognition in Smart Home IoT Devices Using Logit-Boosted CNN Models.
Asif RahimYanru ZhongTariq AhmadSadique AhmadPawel PlawiakMohamed HammadPublished in: Sensors (2023)
Keyphrases
- smart home
- anomaly detection
- smart home environment
- intrusion detection
- computer security
- home environment
- face recognition
- activity recognition
- context aware
- ambient intelligence
- network security
- embedded systems
- home environments
- malware detection
- network intrusion detection
- smart grid
- human activities
- network traffic
- intelligent systems
- management system
- smart environments
- one class support vector machines
- network anomaly detection
- unsupervised learning
- detecting anomalies
- anomalous behavior
- neural network
- intelligent agents
- surveillance system
- probabilistic model
- detect anomalies
- intrusion prevention
- ubiquitous computing
- computer networks
- information security
- model selection
- principal component analysis
- mobile devices
- object recognition
- multi agent systems
- feature extraction
- feature selection
- data sets