Publications

Articles

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) identifier

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)

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) identifier

Artificial Intelligence-Supported Detection Systems on Embedded Devices

Alnıacik F., Yıldırım F., Gönen S., Alhan B., Barışkan M. A., Sayan H. H., et al.
El-Cezeri Journal of Science and Engineering, vol.11, no.1, pp.109-119, 2024 (Scopus) Sustainable Development identifier

İSTANBUL İLİNDE ÇALIŞMA HAYATINDAKİ MESLEKİ GERİLİM VE STRESİN ARAŞTIRILMASI

ÇAKAR T., GÜLSEVEN B., BARIŞKAN M. A., ERBAYRAK S.
İstanbul Gelişim Üniversitesi Sosyal Bilimler Dergisi, vol.10, no.2, pp.846-868, 2023 (TRDizin)

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 identifier

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)

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)

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) identifier

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) identifier identifier

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) identifier identifier

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) identifier

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 identifier

Papers Published in Refereed Scientific Meetings

Cyber Security Awareness of EngineeringStudents A Qualitative Analysis on Computer Mechatronic Departments

TINMAZ H., BARIŞKAN M. A.
VIII. Uluslararası Bilgi Güvenliği ve Kriptoloji Konferansı, Ankara, Turkey, 30 October - 31 January 2015

Cyber security in industrial control systems: Analysis of DoS attacks against PLCs and the insider effect

YILMAZ E. N., CİYLAN B., GÖNEN S., Sindiren E., KARACAYILMAZ G.
6th International Istanbul Smart Grids and Cities Congress and Fair, ICSG 2018, İstanbul, Turkey, 25 - 26 April 2018, pp.81-85, (Full Text) identifier

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) identifier

ICS Cyber Attack Analysis and a New Diagnosis Approach

YILMAZ E. N., SAYAN H. H., ÜSTÜNSOY F., GÖNEN S., SİNDİREN E., KARACAYILMAZ G.
Artificial Intelligence and Applied Mathematics in Engineering Problems (ICAIAME 2019), 20 - 22 April 2019, pp.127-141, (Full Text)

ICS Cyber Attack Analysis and a New Diagnosis Approach

YILMAZ E. N., SAYAN H. H., GÖNEN S.
The International Conference on Artificial Intelligence and Applied Mathematics in Engineering, Antalya, Turkey, 20 April 2019, (Full Text) identifier

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) identifier

Cyber Security Analysis of DoS and MitM Attacks against PLCs Used in Smart Grids

Yrlmaz E. N., SAYAN H. H., Üstünsoy F., GÖNEN S., KARACAYILMAZ G.
7th International Istanbul Smart Grids and Cities Congress and Fair, ICSG 2019, İstanbul, Turkey, 25 - 26 April 2019, pp.36-40, (Full Text) identifier

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)