Traffic data extraction and labeling for machine learning based attack detection in IoT networks

Author:

Gebrye HayelomORCID,Wang Yong,Li Fagen

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Software

Reference59 articles.

1. Roopak M, Tian GY, Chambers J (2019) Deep learning models for cyber security in iot networks. In: 2019 IEEE 9th Annual Computing and Communication Workshop and Conference (CCWC), pp. 0452–0457. IEEE

2. Iglesias F, Zseby T (2015) Analysis of network traffic features for anomaly detection. Mach Learn 101(1):59–84

3. Frank Jr CV (2019) Mirai bot scanner summation prototype

4. Orebaugh A, Ramirez G, Beale J (2006) Wireshark & Ethereal Network Protocol Analyzer Toolkit, Elsevier

5. Pedregosa F, Varoquaux G, Gramfort A, Michel V, Thirion B, Grisel O, Blondel M, Prettenhofer P, Weiss R, Dubourg V et al (2011) Scikit-learn: machine learning in python. J Mach Learn Res 12:2825–2830

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