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

AnomalyAdapters: Parameter-Efficient Multi-Anomaly Task Detection. - Ugur Ünal; Hasan Dag (IEEE Access, 2022)

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

Federated anomaly detection for log-based defense systems (Log tabanlı savunma sistemleri için federe olağandışılık tespiti) - Ugur Ünal (2022)

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)