Deep network approach with stacked sparse autoencoders in detection of DDoS attacks on SDN-based VANET. - Huseyin Polat 002; Muammer Turkoglu; Onur Polat (IET Commun., 2020)

A simheuristic algorithm for the portfolio optimization problem with random returns and noisy covariances. - Renatas Kizys; Jana Doering; Angel A. Juan; Onur Polat; Laura Calvet; Javier Panadero (Comput. Oper. Res., 2022)

A novel approach for accurate detection of the DDoS attacks in SDN-based SCADA systems based on deep recurrent neural networks. - Hüseyin Polat 002; Muammer Türkoglu; Onur Polat; Abdulkadir Sengür (Expert Syst. Appl., 2022)

Recognition of DDoS attacks on SD-VANET based on combination of hyperparameter optimization and feature selection. - Muammer Türkoglu; Hüseyin Polat 002; Cemal Koçak; Onur Polat (Expert Syst. Appl., 2022)

Yazılım tabanlı araçsal ağlara yönelik gerçekleştirilen DDoS saldırılarının derin öğrenme tabanlı gerçek zamanlı tespiti (Deep learning based real-time detection of DDoS attacks on software-defined based vehicular networks) - Onur Polat (2023)

Ensemble Learning Framework for DDoS Detection in SDN-Based SCADA Systems. - Saadin Oyucu; Onur Polat; Muammer Türkoglu; Hüseyin Polat 002; Ahmet Aksöz; Mehmet Tevfik Agdas (Sensors, 2024)

Multi-Stage Learning Framework Using Convolutional Neural Network and Decision Tree-Based Classification for Detection of DDoS Pandemic Attacks in SDN-Based SCADA Systems. - Onur Polat; Muammer Türkoglu; Huseyin Polat 002; Saadin Oyucu; Hüseyin Üzen; Fahri Yardimci; Ahmet Aksöz (Sensors, 2024)

Temporal-Spatial Feature Extraction in IoT-Based SCADA System Security: Hybrid CNN-LSTM and Attention-Based Architectures for Malware Classification and Attack Detection. - Onur Polat; Ali Ayid Ahmad; Saadin Oyucu; Enes Algül; Ferdi Doäan; Ahmet Aksöz (IEEE Access, 2025)