Assoc. Prof. SERKAN GÖNEN

Publication Network

Articles 18

1. From code to security: machine learning approaches in android vulnerability detection

Arikan K. E., DOĞAN Ö. M., YILMAZ E. N., GÖNEN S.

International Journal of Information Security , vol.25, no.1, 2026 (SCI-Expanded, Scopus)

2. Artificial intelligence-enhanced intrusion detection systems for drone security: a real-time evaluation of algorithmic efficacy in mitigating wireless vulnerabilities

Şentürk K., Gormus A. F., Gönen S., Barışkan M. A., Durmaz A. K.

Cluster Computing , vol.28, no.3, 2025 (SCI-Expanded, Scopus)

3. A Novel Approach for Detection of Cyber Attacks in MQTT-Based IIoT Systems Using Machine Learning Techniques

Gönen S.

Journal of advanced research in natural and applied sciences (Online) , vol.10, no.4, pp.899-912, 2025 (TRDizin)

4. Evaluation of Machine Learning Models for Attack Detection in Unmanned Aerial Vehicle Networks

Görmüş A. F., Gönen S., Haşıloğlu A., Yılmaz E. N.

Turkish Journal of Mathematics and Computer Science , vol.16, no.2, pp.400-410, 2024 (Scopus)

5. A methodical examination of single and multi-attacker flood attacks using RPL-based approaches

GÖNEN S.

Computers and Industrial Engineering , vol.194, 2024 (SCI-Expanded, Scopus)

6. Machine learning-based identification of cybersecurity threats affecting autonomous vehicle systems

Onur F., Gönen S., Barışkan M. A., Kubat C., Tunay M., Yılmaz E. N.

Computers and Industrial Engineering , vol.190, 2024 (SCI-Expanded, Scopus)

7. A Novel Approach to Prevention of Hello Flood Attack in IoT Using Machine Learning Algorithm Makine Öğrenmesi Algoritmasını Kullanarak IoT'de Hello Flood Saldırısının Önlenmesine Yönelik Yeni Bir Yaklaşım

Gönen S., Barişkan M. A., Karacayilmaz G., Alhan B., Yılmaz E. N., Artuner H., et al.

El-Cezeri Journal of Science and Engineering , vol.9, no.4, pp.1529-1541, 2022 (Scopus) Sustainable Development

8. Gender Detection Via Voice Using Artificial Intelligence Algorithms

GÖNEN S., BARIŞKAN M. A., Karacayılmaz G., ALHAN B., YILMAZ E. N., ARTUNER H.

Gazi Mühendislik Bilimleri Dergisi , vol.8, no.3, pp.567-575, 2022 (TRDizin)

9. A New Approach in Cyber Security of Industrial Control Systems: Li-Fi

Gönen S., Sayan H. H., Karacayılmaz G., Sindiren E., Üstünsoy F., Artuner H., et al.

JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.25, no.2, pp.895-902, 2022 (ESCI, TRDizin)

10. A novel approach to continuous CVE analysis on enterprise operating systems for system vulnerability assessment

Kocaman Y., Gönen S., Barişkan M. A., Karacayilmaz G., Yılmaz E. N.

International Journal of Information Technology (Singapore) , vol.14, no.3, pp.1433-1443, 2022 (Scopus)

11. Real-Time Cyber Attack Detection Over HoneyPi Using Machine Learning

Alhan B., Gönen S., Karacayilmaz G., Barişkan M. A., YILMAZ E. N.

Tehnicki Vjesnik , vol.29, no.4, pp.1394-1401, 2022 (SCI-Expanded, Scopus)

12. Password Attack Analysis Over Honeypot Using Machine Learning Password Attack Analysis

TAŞÇI H., GÖNEN S., BARIŞKAN M. A., KARACAYILMAZ G., ALHAN B., YILMAZ E. N.

Turkish Journal of Mathematics and Computer Science , vol.13, no.2, pp.388-402, 2021 (Scopus)

13. Endüstri 4.0’ın Gelişim Sürecinde Unutulan Bileşen: Siber Güvenlik

GÖNEN S., YILMAZ E. N., ŞANOĞLU S., Karacayılmaz G., ÖZBİRİNCİ Ö.

Düzce Üniversitesi Bilim ve Teknoloji Dergisi , vol.9, no.4, pp.1142-1158, 2021 (TRDizin)

14. RPL Tabanlı Atakların Ağ Adli Bilişimi

GÖNEN S., YILMAZ E. N., Karacayılmaz G.

Düzce Üniversitesi Bilim ve Teknoloji Dergisi , vol.8, no.4, pp.2366-2376, 2020 (TRDizin)

15. False data injection attacks and the insider threat in smart systems

Gönen S., SAYAN H. H., YILMAZ E. N., Üstünsoy F., Karacayılmaz G.

Computers and Security , vol.97, 2020 (SCI-Expanded, Scopus) Sustainable Development

16. Attack detection/prevention system against cyber attack in industrial control systems

YILMAZ E. N., GÖNEN S.

Computers and Security , vol.77, pp.94-105, 2018 (SCI-Expanded, Scopus)

17. Bilişim Alanında İşlenen Suçlar Ve Kişisel Verilerin Korunması

GÖNEN S., YILMAZ E. N.

INTERNATIONAL JOURNAL OF INFORMATICS TECHNOLOGIES , vol.9, no.3, 2016 (TRDizin) Sustainable Development

18. Bilgi Toplumuna Geçiş ve Siber Güvenlik

YILMAZ E. N., ulus h. i., GÖNEN S.

INTERNATIONAL JOURNAL OF INFORMATICS TECHNOLOGIES , vol.8, no.3, pp.133-146, 2015 (TRDizin)

Papers Presented at Peer-Reviewed Scientific Conferences 18

1. Exploring the Open-Source Concept to Enhance the Learning and Exploration Curve of AI Architecture

Çetinkaya A., Gönen S., Dahman D., Barışkan M. A.

13th International Symposium on Intelligent Manufacturing and Service Systems, İstanbul, Turkey, 25 - 27 September 2025, vol.1, pp.342-352, (Full Text) Sustainable Development

2. Machine Learning-Based Detection of Distributed Denial-of-Service (DDoS) Attacks

Çelik B., Daşçi İ. T., Yeşilkir G. E., Çetinkaya A., Barışkan M. A., Gönen S., et al.

International Conference on Mathematics and Mathematics Education (ICMME-2025), İstanbul, Turkey, 11 - 13 September 2025, vol.1, pp.103-104, (Summary Text) Sustainable Development

3. REPLAY ATTACK ON DRONES AND ENCRYPTION OF PAYLOAD MECHANISM

YILDIRIM H., GÖRMÜŞ A. F., METİN M. A., ŞENTÜRK K., NOBERİ C., GÖNEN S.

11. Savunma Teknolojileri Kongresi-SAVTEK 2024, Ankara, Turkey, 10 - 11 September 2024, (Full Text)

4. Dronlardaki Yük Taşıma Mekanizmasına Replay Attack Saldırısı ve Şifreleme

Yıldırım H., Görmüş A. F., Metin M. A., Şentürk K., Noberi C., Gönen S.

11. Savunma Teknolojileri Kongresi SAVTEK2024, Ankara, Turkey, 10 - 12 September 2024, pp.1-11, (Full Text)

5. Detection of Cyber Attacks Targeting Autonomous Vehicles Using Machine Learning

Onur F., Barışkan M. A., Gönen S., Kubat C., Tunay M., Yılmaz E. N.

12th International Symposium on Intelligent Manufacturing and Service Systems, IMSS 2023, İstanbul, Turkey, 26 - 28 May 2023, pp.439-449, (Full Text)

6. Cybersecurity in Piezoelectric Biosensor for Sensing Application

Görmüş A. F., Markūnienė I., Şentürk K., Gönen S., Barışkan M. A., Karacayılmaz G., et al.

2024 Innovations in Intelligent Systems and Applications Conference, ASYU 2024, Ankara, Turkey, 16 - 18 October 2024, (Full Text)

7. Detection of Man-in-the-Middle Attack Through Artificial Intelligence Algorithm

Taştan A. N., Gönen S., Barışkan M. A., Kubat C., Kaplan D. Y., Pashaeı E.

12th International Symposium on Intelligent Manufacturing and Service Systems, IMSS 2023, İstanbul, Turkey, 26 - 28 May 2023, pp.450-458, (Full Text)

8. Cyber Attack Detection with Encrypted Network Connection Analysis

Gönen S., Karacayilmaz G., Artuner H., Barışkan M. A., Yılmaz E. N.

12th International Symposium on Intelligent Manufacturing and Service Systems, IMSS 2023, İstanbul, Turkey, 26 - 28 May 2023, pp.622-629, (Full Text)

9. A Novel Approach for RPL Based One and Multi-attacker Flood Attack Analysis

Gönen S.

12th International Symposium on Intelligent Manufacturing and Service Systems, IMSS 2023, İstanbul, Turkey, 26 - 28 May 2023, pp.459-468, (Full Text)

10. A Novel Approach Detection for False Data Injection, and Man in the Middle Attacks in IoT and IIoT

Gönen S., Barışkan M. A., Kaplan D. Y., Yılmaz E. N., Çetin A.

2023 IEEE PES Generation, Transmission and Distribution International Conference and Exposition, GTD 2023, İstanbul, Turkey, 22 - 25 May 2023, pp.278-282, (Full Text)

11. Microgrid Design Optimization and Control with Artificial Intelligence Algorithms for a Public Institution

ÜSTÜNSOY F., GÖNEN S., SAYAN H. H., YILMAZ E. N., Karacayılmaz G.

The International Conference on Artificial Intelligence and Applied Mathematics in Engineering, Antalya, Turkey, 09 October 2020, pp.418-428, (Full Text)