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...

Celý popis

Podrobná bibliografie

Hlavní autoři:	Adiva Dwi Aprianto, Ratih Hafsarah Maharrani, Indi Cahya Ratna Auliya, Vania Rizky Alifiah
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Asosiasi Doktor Sistem Informasi Indonesia 2026-04-01
Edice:	Journal of Information Systems and Informatics
Témata:	intrusion detection TON_IoT Certainty Factor XGBoost explainable cyberattack detection
On-line přístup:	http://journal-isi.org.adsii.or.id/index.php/isi/article/view/1519
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!