Make Your Home Safe: Time-aware Unsupervised User Behavior Anomaly Detection in Smart Homes via Loss-guided Mask.
Jingyu XiaoZhiyao XuQingsong ZouQing LiDan ZhaoDong FangRuoyu LiWenxin TangKang LiXudong ZuoPenghui HuYong JiangZixuan WengMichael R. LyvPublished in: CoRR (2024)
Keyphrases
- user behavior
- smart home
- anomaly detection
- unsupervised anomaly detection
- unsupervised learning
- intrusion detection
- activity recognition
- user interaction
- home automation
- anomalous behavior
- ambient intelligence
- context aware
- detecting anomalies
- home environment
- ambient assisted living
- human activities
- network intrusion detection
- intelligent systems
- intelligent agents
- network traffic
- web usage mining
- smart environments
- supervised learning
- embedded systems
- user activities
- home environments
- intrusion detection system
- user preferences
- management system
- user activity
- network security
- machine learning
- one class support vector machines
- artificial intelligence
- individual user
- detect anomalies
- training set
- multi agent
- knowledge base