Dr. Öğr. Üyesi ONUR POLAT
Unvan
DOKTOR ÖĞRETİM ÜYESİ
Birim
MÜHENDİSLİK-MİMARLIK FAKÜLTESİ / BİLGİSAYAR MÜHENDİSLİĞİ
E-mail
opolat@bingol.edu.tr
Dahili No
1931
Oda No
D209
Yabancı Dil Bilgisi
YDS 78,75
Uluslararası Hakemli Dergilerde Yayınlanan Makaleler
Imak, A., Çelebi, A., Polat, O., Türkoğlu, M., & Şengür, A. (2023). ResMIBCU-Net: an encoder–decoder network with residual blocks, modified inverted residual block, and bi-directional ConvLSTM for impacted tooth segmentation in panoramic X-ray images.
Oral Radiology
, 1-15.
Türkoğlu, M., Polat, H., Koçak, C., & Polat, O. (2022). Recognition of DDoS attacks on SD-VANET based on combination of hyperparameter optimization and feature selection.
Expert Systems with Applications
,
203
, 117500.
Polat, H., Türkoğlu, M., Polat, O., & Şengür, A. (2022). A novel approach for accurate detection of the DDoS attacks in SDN-based SCADA systems based on deep recurrent neural networks.
Expert Systems with Applications
,
197
, 116748.
Polat, H., Turkoglu, M., & Polat, O. (2020). Deep network approach with stacked sparse autoencoders in detection of DDoS attacks on SDN‐based VANET.
IET Communications
,
14
(22), 4089-4100.
Polat, O., & Polat, H. (2021). An intelligent software defined networking controller component to detect and mitigate denial of service attacks.
Journal of Information and Communication Technology
,
20
(1), 57-81.
Polat, H., Polat, O., & Cetin, A. (2020). Detecting DDoS attacks in software-defined networks through feature selection methods and machine learning models.
Sustainability
,
12
(3), 1035.
Polat, O., Oyucu, S., Türkoğlu, M., Polat, H., Aksoz, A., & Yardımcı, F. (2024). Hybrid AI-Powered Real-Time Distributed Denial of Service Detection and Traffic Monitoring for Software-Defined-Based Vehicular Ad Hoc Networks: A New Paradigm for Securing Intelligent Transportation Networks.
Applied Sciences
,
14
(22), 10501.
Polat, O., Türkoğlu, M., Polat, H., Oyucu, S., Üzen, H., Yardımcı, F., & Aksöz, A. (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.
Sensors
,
24
(3), 1040.
Oyucu, S., Polat, O., Türkoğlu, M., Polat, H., Aksöz, A., & Ağdaş, M. T. (2023). Ensemble learning framework for DDoS detection in SDN-based SCADA systems.
Sensors
,
24
(1), 155.
Uluslararası Bilimsel Toplantılarda Sunulan Bildiriler
POLAT, H., POLAT, O., SÖĞÜT, E., & ERDEM, O. A. (2019, October). Performance analysis of between software defined wireless network and mobile ad hoc network under dos attack. In
2019 3rd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)
(pp. 1-5). IEEE.
Polat, H., & Polat, O. (2017, May). The effects of DoS attacks on ODL and POX SDN controllers. In
2017 8th International Conference on Information Technology (ICIT)
(pp. 554-558). IEEE.
POLAT, H., & POLAT, O. Distributed denial of service attacks against SDN controllers.
In 2016
1st International Mediterranean Science and Engineering Congress (IMSEC 2016)
, October 26-28, 2016, Adana/Turkey