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Class-Incremental Learning for Wireless Device Identification in IoT


May 08, 2021
Yongxin Liu, Jian Wang, Jianqiang Li, Shuteng Niu, Houbing Song

* Accepted for publication by IEEE Internet of Things Journal 

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Machine Learning for the Detection and Identification of Internet of Things (IoT) Devices: A Survey


Jan 25, 2021
Yongxin Liu, Jian Wang, Jianqiang Li, Shuteng Niu, Houbing Song

* This paper is currently under revision 

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Zero-Bias Deep Learning for Accurate Identification of Internet of Things (IoT) Devices


Aug 27, 2020
Yongxin Liu, Jian Wang, Jianqiang Li, Houbing Song, Thomas Yang, Shuteng Niu, Zhong Ming

* IEEE Internet of Things Journal, 2020 
* Accepted for publication by IEEE IoTJ on August, 2020. Data and codes are hosted at: [1] Yongxin Liu, Jian Wang, Houbing Song, Shuteng Niu, Thomas Yang, "A 24-hour signal recording dataset with labels for cybersecurity and IoT", IEEE Dataport, 2020. [Online]. Available: http://dx.doi.org/10.21227/gt9v-kz32. Accessed: Aug. 27, 2020 

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