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Optimizing Performance of AdaBoost Algorithm through Undersampling and Hyperparameter Tuning on CICIoT 2023 Dataset

The increasing prevalence of the Internet of Things (IoT) in various sectors presents new challenges related to security and protection against cyberattacks. The connection of IoT devices to the Internet network makes them vulnerable to various types of attacks. One approach to attacking IoT device...

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Principais autores: Sahrul Fahrezi Fahrezi, Adhitya Nugraha, Ardytha Luthfiarta, Nauval Dwi Primadya
פורמט: Artigo
שפה:Inglês
יצא לאור: Universitas Kristen Satya Wacana 2024-11-01
סדרה:Techne
נושאים:
AdaBoost
GridSearchCV
IoT
Undersampling
גישה מקוונת:https://ojs.jurnaltechne.org/index.php/techne/article/view/467
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