A Comprehensive Review of Machine Learning Approaches for Anomaly Detection in Smart Homes: Experimental Analysis and Future Directions.
Md. Motiur RahmanDeepti GuptaSmriti BhattShiva ShokouhmandMiad FaezipourPublished in: Future Internet (2024)
Keyphrases
- future directions
- anomaly detection
- machine learning approaches
- smart home
- current status
- intrusion detection
- lessons learned
- activity recognition
- machine learning methods
- context aware
- ambient intelligence
- machine learning
- network traffic
- detecting anomalies
- anomalous behavior
- network intrusion detection
- intelligent systems
- detect anomalies
- intrusion detection system
- network anomaly detection
- current challenges
- machine learning algorithms
- human activities
- management system
- smart environments
- unsupervised learning
- embedded systems
- one class support vector machines
- network security
- artificial intelligence
- data streams
- neural network
- multi agent systems
- data mining methods
- computer networks
- mobile devices