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Unsupervised Deep Anomaly Detection for Multi-Sensor Time-Series Signals 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 2, 页码: 2118-2132
作者:  Zhang, Yuxin;  Chen, Yiqiang;  Wang, Jindong;  Pan, Zhiwen
收藏  |  浏览/下载:13/0  |  提交时间:2023/07/12
Anomaly detection  Predictive models  Data models  Autoregressive processes  Image reconstruction  Forecasting  Computational modeling  Unsupervised anomaly detection  multi-sensor time series  convolutional autoencoder  attention based BiLSTM  
Context aware intrusion detection for building automation systems 期刊论文
COMPUTERS & SECURITY, 2019, 卷号: 85, 页码: 181-201
作者:  Pan, Zhiwen;  Hariri, Salim;  Pacheco, Jesus
收藏  |  浏览/下载:76/0  |  提交时间:2019/12/10
Internet of Things  Network security  Context awareness  Supervised learning  Data mining  Intrusion detection