Protecting Android Devices From Malware Attacks: A State-of-the-Art Report of Concepts, Modern Learning Models and Challenges, Esra Calik BAYAZIT, Ozgur Koray SAHINGOZ, Buket DOGAN, in IEEE Access, vol. 11, pp. 123314-123334, 2023, https://doi.org/10.1109/ACCESS.2023.3323396 .
Deep Learning Based Malware Detection For Android Systems: A Comparative Analysis, Esra Calik BAYAZIT, Ozgur Koray SAHINGOZ, Buket DOGAN, Technical Gazette, ISSN 1330-3651, 2023, (SCI) https://doi.org/10.17559/TV-20220907113227
A Hybrid Phishing Detection System by Using Deep Learning-Based URL and Content Analysis, Mehmet Korkmaz, Emre Kocyigit, Ozgur Koray Sahingoz, Banu Diri, Elektronika Ir Elektrotechnika, 28(5), 80-89. ISSN 1392-1215, 2022, (SCI) https://doi.org/10.5755/j02.eie.31197
Deep Learning-Based Security Solutions in IoT Networks, Ozgur Koray Sahingoz, Ugur Cekmez and Ali Buldu, Journal of Web Engineering, Vol 20 Iss 6, pp. 1721–1760, 2021, (SCI). https://doi.org/10.13052/jwe1540-9589.2062
Increasing the Performance of Machine Learning-Based IDSs on an Imbalanced and Up-to-Date Dataset, Gozde Karatas, Onder Demir and Ozgur Koray Sahingoz, IEEE Access, Electronic ISSN: 2169-3536, https://doi.org/10.1109/ACCESS.2020.2973219 vol. 8, pp. 32150-32162, 2020. (SCI).
"Machine learning based phishing detection from URLs", Ozgur Koray Sahingoz, Ebubekir Buber, Onder Demir, Banu Diri, Expert Systems With Application, 2019, https://doi.org/10.1016/j.eswa.2018.09.029, Volume 117, 2019, Pages 345-357, ISSN 0957-4174, (SCI)
A Clustering Approach for Intrusion Detection with Big Data Processing on Parallel Computing Platform Buminhan Reis, Sami Berk Kaya, Ozgur Koray Sahingoz, Balkan Journal of Electrical & Computer Engineering, Vol. 7, No. 3, July 2019, ISSN 2147-284X
"A multi agent solution for UAV path planning problem with NetLogo", Celik, S.K., Kugu, E., Birtane, S., Sahingoz, O.K., International Journal of Applied Engineering Research, 11 (15) pp. 8391-8401, (indexed in Scopus), 2016
"A Comparative Study of Smoothing a Vehicle’s Trajectory which is Calculated by an Evolutionary Algorithm", B.A. Buran, S.H. Caglar, and O.K. Sahingoz, International Journal of Computer Science and Information Security, Vol. 14 No. 6, pp. 491-496, Jun 2016
“Networking Models in Flying Ad-Hoc Networks (FANETs): Concepts and Challenges”, Ozgur Koray Sahingoz, Journal of Intelligent & Robotic Systems, ISSN 0921-0296, , 74 (1-2), pp. 513-527, 2014. (SCI-Expanded).
"Fuzzy logic approach and sensitivity analysis for agent-based crowd injury modeling", Kugu, E., Li, J., McKenzie, F.D.,Sahingoz, O.K., Simulation 90 (3), pp. 320-336, 2014. (SCI-Expanded).
“Generation of Bezier Curve-Based Flyable Trajectories for Multi-UAV Systems with Parallel Genetic Algorithm”, Ozgur Koray Sahingoz, Journal of Intelligent & Robotic Systems, ISSN 0921-0296, 74 (1-2), pp. 499-511, 2014. (SCI-Expanded).
“Flying Ad-Hoc Networks (FANET): A Survey”, Ilker Bekmezci, Ozgur Koray Sahingoz and Samil Temel, Ad Hoc Networks, 2013, Volume 11, Issue 3, May 2013, Pages 1254-1270, ISSN 1570-8705, http://dx.doi.org/10.1016/j.adhoc.2012.12.004. (SCI-Expanded),
“Large scale wireless sensor networks with multi-level dynamic key management scheme”, Ozgur Koray Sahingoz, Journal of Systems Architecture, Volume 59, Issue 9, October 2013, Pages 801-807, ISSN 1383-7621, http://dx.doi.org/10.1016/j.sysarc.2013.05.022. (SCI-Expanded),
"Agent-Based Fault Tolerant Distributed Event System", Sahingoz, O.K., Sonmez, A.C., Computing and Informatics, Vol. 26/5, 489-506, 2007. (SCI-Expanded)
"Mobile Agent Based Publication Alerting System", Sahingoz, O.K., Sonmez, A.C., Lecture Notes in Computer Science Vol. 3993: 903-907, 2006. (SCI-Expanded)
"Fault Tolerance Mechanism of Agent-Based Distributed Event System", Sahingoz, O.K., Sonmez, A.C., Lecture Notes in Computer Science Vol. 3993: 192-199, 2006. (SCI-Expanded)
"An Agent Based Supply Chain System with Neural Network Controlled Processes", Ermis, M., Sahingoz, O.K., Ulengin, F., Lecture Notes in Computer Science, Vol. 3314: 837-846, 2004. (SCI-Expanded)
"Dispatching Mechanism of an Agent-Based Distributed Event System", Sahingoz, O.K., Erdogan, N., Lecture Notes in Computer Science, Vol. 3036: 184-191, 2004. (SCI-Expanded)
"A Two-Leveled Mobile Agent System for E-Commerce with Constraint-Based Filtering", Sahingoz, O.K., Erdogan, N., Lecture Notes in Computer Science, Vol. 3036: 437-440, 2004. (SCI-Expanded)
"A Distributed Execution Environment for Shared Java Objects", Erdogan N., Selcuk Y. E., Sahingoz O. K., Information and Software Technology, Elsevier, Vol. 46/7, 445-455, 2004. (SCI-Expanded)
"MAPSEC: Mobile-Agent Based Publish/Subscribe Platform for Electronic Commerce", Sahingoz O. K., Erdogan N., Lecture Notes in Computer Science, Vol. 2869/2003, 348-355, 2003. (SCI-Expanded)
"RUBDES: Rule Based Distributed Event System", Sahingoz O. K., Erdogan N., Lecture Notes in Computer Science, Vol. 2869/2003, 284-291, 2003. (SCI-Expanded)
A Two-Leveled Mobile Agent System for Electronic Commerce", Sahingoz O. K., Erdogan N. Journal of Aeronautics and Space Technologies, Vol.1/2, 21-32, 2003, ISSN 1304-0448.