A Hybrid Certainty Factor–XGBoost Approach for Cyberattack Detection Using the TON_IoT Dataset

Computer networks are vital to modern organizations, yet growing digital dependence has increased both the frequency and complexity of cyberattacks. To address this challenge, this study proposes an interpretable cyberattack detection framework that combines rule-based reasoning with machine learni...

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書誌詳細

主要な著者:	Adiva Dwi Aprianto, Ratih Hafsarah Maharrani, Indi Cahya Ratna Auliya, Vania Rizky Alifiah
フォーマット:	Artigo
言語:	Inglês
出版事項:	Asosiasi Doktor Sistem Informasi Indonesia 2026-04-01
シリーズ:	Journal of Information Systems and Informatics
主題:	intrusion detection TON_IoT Certainty Factor XGBoost explainable cyberattack detection
オンライン･アクセス:	http://journal-isi.org.adsii.or.id/index.php/isi/article/view/1519
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