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GraphIoT: Lightweight IoT Device Detection Based on Graph Classifiers and Incremental Learning 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2024, 卷号: 17, 期号: 6, 页码: 3758-3772
作者:  Yin, Yansong;  Xie, Kun;  He, Shiming;  Li, Yanbiao;  Wen, Jigang;  Diao, Zulong;  Zhang, Dafang;  Xie, Gaogang
收藏  |  浏览/下载:1/0  |  提交时间:2025/06/25
Internet of Things  Logic gates  Feature extraction  Protocols  Learning systems  Object recognition  IP networks  Graph neural networks  incremental learning  IoT device detection  
GDI: A Novel IoT Device Identification Framework via Graph Neural Network-Based Tensor Completion 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2024, 卷号: 17, 期号: 6, 页码: 3713-3726
作者:  Wang, Haoxuan;  Xie, Kun;  Wang, Xin;  Wen, Jigang;  Xie, Ruotian;  Diao, Zulong;  Liang, Wei;  Xie, Gaogang;  Cao, Jiannong
收藏  |  浏览/下载:1/0  |  提交时间:2025/06/25
Object recognition  Internet of Things  Tensors  Feature extraction  Accuracy  Logic gates  Data models  Internet of Things (IoT)  device-type identification  tensor completion  graph neural networks