Automatic IoT device identification: a deep learning based approach using graphic traffic characteristics

Author:

Yin Shujun,Zhang WeizheORCID,Feng Yuming,Xiang Yang,Liu Yang

Publisher

Springer Science and Business Media LLC

Subject

Electrical and Electronic Engineering

Reference29 articles.

1. State of IoT 2022: Number of Connected IoT Devices Growing 18% to 14.4 Billion Globally. https://iot-analytics.com/number-connected-iot-devices

2. Antonakakis, M., April, T., Bailey, M., Bernhard, M., Bursztein, E., Cochran, J., Durumeric, Z., Halderman, J. A., Invernizzi, L., & Kallitsis, M. (2017). Understanding the Mirai Botnet. In: 26th USENIX security symposium (USENIX Security 17), pp. 1093–1110.

3. Cisco: Cisco 2017 Midyear Cybersecurity Report. https://www.cisco.com/c/dam/global/es_mx/solutions/security/pdf/cisco-2017-midyear-cybersecurity-report.pdf

4. Andrea, I., Chrysostomou, C., & Hadjichristofi, G. (2015). Internet of Things: Security vulnerabilities and challenges. In: 2015 IEEE symposium on computers and communication (ISCC), pp. 180–187. IEEE

5. Kolias, C., Kambourakis, G., Stavrou, A., & Voas, J. (2017). DDoS in the IoT: Mirai and other botnets. Computer, 50(7), 80–84.

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