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Optimized CatBoost machine learning (OCML) for DDoS detection in cloud virtual machines with time-series and adversarial robustness.

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Title: Optimized CatBoost machine learning (OCML) for DDoS detection in cloud virtual machines with time-series and adversarial robustness.
Authors: Samy, Hadeer1,2 (AUTHOR) hadeersamy1998@gmail.com, Bahaa-Eldin, Ayman M.2 (AUTHOR), Sobh, Mohamed A.2,3 (AUTHOR), Taha, Ayman3 (AUTHOR)
Source: Scientific Reports. 1/15/2026, Vol. 16 Issue 1, p1-17. 17p.
Database: Academic Search Ultimate
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  Data: Optimized CatBoost machine learning (OCML) for DDoS detection in cloud virtual machines with time-series and adversarial robustness.
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  Data: <searchLink fieldCode="JN" term="%22Scientific+Reports%22">Scientific Reports</searchLink>. 1/15/2026, Vol. 16 Issue 1, p1-17. 17p.
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        Value: 10.1038/s41598-025-33851-5
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