Items where Author is "Barkah, Azhari Shouni"
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Article
Barkah, Azhari Shouni and Selamat, Siti Rahayu and Zainal Abidin, Zaheera and Wahyudi, Rizki (2023) Data generative model to detect the anomalies for IDS imbalance CICIDS2017 dataset. TEM Journal, 12 (1). pp. 80-89. ISSN 2217-8309
Barkah, Azhari Shouni and Selamat, Siti Rahayu and Zainal Abidin, Zaheera and Wahyudi, Rizki (2023) Impact of data balancing and feature selection on machine learning based network intrusion detection. International Journal On Informatics Visualization, 7 (1). pp. 241-248. ISSN 2549-9610
Thesis
Barkah, Azhari Shouni (2025) Enhancing anomaly detection performance in imbalanced datasets using a deep generative model and Tomeklinks approach. Doctoral thesis, Universiti Teknikal Malaysia Melaka.