Random CapsNet forest model for imbalanced malware type classification task. - Aykut Çayir; Ugur Ünal; Hasan Dag (Comput. Secur., 2021)

New Datasets for Dynamic Malware Classification. - Berkant Düzgün; Aykut Çayir; Ferhat Demirkiran; Ceyda Nur Kayha; Buket Gençaydin; Hasan Dag (CoRR, 2021)

Random capsule network (CAPSNET) forest model for imbalanced malware type classification task (Dengesiz sınıf dağılımına sahip kötü amaçlı yazılım sınıflandırma göreviçin rassal kapsül ağı (CAPSNET) orman modeli) - Aykut Çayir (2021)

An ensemble of pre-trained transformer models for imbalanced multiclass malware classification. - Ferhat Demirkiran; Aykut Çayir; Ugur Ünal; Hasan Dag (Comput. Secur., 2022)

A Use Case: Reformulating Query Rewriting as a Statistical Machine Translation Problem. - Abdullah Can Algan; Emre Yürekli; Aykut Çayir (CoRR, 2023)

Network intrusion detection system by learning jointly from tabular and text-based features. - Berkant Düzgün; Aykut Çayir; Ugur Ünal; Hasan Dag (Expert Syst. J. Knowl. Eng., 2024)