Hyperparameter optimization of XGBoost and hybrid CnnSVM for cyber threat detection using modified Harris hawks algorithm

The escalating complexity of cyber threats in smart microgrids necessitates advanced detection frameworks to counter sophisticated attacks. Existing methods often underutilize optimization techniques like Harris hawks optimization (HHO) and struggle with class imbalance in cybersecurity datasets. Th...

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ग्रंथसूची विवरण

मुख्य लेखकों:	Haitham Elwahsh, Ali Bakhiet, Tarek Khalifa, Julian Hoxha, Maazen Alsabaan, Mohamed I. Ibrahem, Mahmoud Elwahsh, Engy El-shafeiy
स्वरूप:	Artigo
भाषा:	Inglês
प्रकाशित:	PeerJ Inc. 2025-09-01
श्रृंखला:	PeerJ Computer Science
विषय:	Cyberattack Harris hawks optimization (HHO) XGBoost CnnSVM Optimize machine learning
ऑनलाइन पहुंच:	https://peerj.com/articles/cs-3169.pdf
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