On the Use of VGs for Feature Selection in Supervised Machine Learning - A Use Case to Detect Distributed DoS Attacks

Author:

Lopes JoãoORCID,Partida AlbertoORCID,Pinto PedroORCID,Pinto AntónioORCID

Publisher

Springer Nature Switzerland

Reference52 articles.

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3. Asonye, EA., Anwuna, I., Musa, S.M.: Securing Zig-Bee IoT network against HULK distributed denial of service attack. In: 2020 IEEE 17th International Conference on Smart Communities: Improving Quality of Life Using ICT, IoT and AI (HONET), pp. 156–162 (2020). https://doi.org/10.1109/HONET50430.2020.9322808

4. Bagheri, R.: Introduction to SHAP Values and their Application in Machine Learning. Towards Data Science (2022). https://towardsdatascience.com/introduction-to-shap-values-and-their-application-in-machine-learning-8003718e6827

5. Barrera-Animas, A.Y., et al.: Rainfall prediction: a comparative analysis of modern machine learning algorithms for time-series forecasting. Mach. Learn. Appl. 7, 100204 (2022). ISSN 2666-8270. https://doi.org/10.1016/j.mlwa.2021.100204

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