X-CBA: Explainability Aided CatBoosted Anomal-E for Intrusion Detection System. - Kiymet Kaya; Elif Ak; Sumeyye Bas; Berk Canberk; Sule Gündüz Ögüdücü (ICC, 2024)

Data Augmentation in Graph Neural Networks: The Role of Generated Synthetic Graphs. - Sumeyye Bas; Kiymet Kaya; Resul Tugay; Sule Gündüz Ögüdücü (CoRR, 2024)