Arş. Gör. Dr. ESRA SÖĞÜT

ATLAS Yayın Analitiği

Makaleler 15

1. Beaconing detection via timing-based flow metadata analysis: implications for SCADA/ICS

Yilmaz M. T., Doğan F., SÖĞÜT E., Algül E., Aksoy Ç.

International Journal of Information Security , cilt.25, sa.5, 2026 (SCI-Expanded, Scopus)

2. Post-Quantum Cryptography Migration in Communication Networks: A Systematic Review of Protocol Integration, Performance Trade-Offs, and Transition Readiness

Güllü M., Söğüt E.

ELECTRONICS (Basel) , cilt.15, sa.20, ss.1-36, 2026 (SCI-Expanded, Scopus)

3. Explainable brain tumor classification using an attention-augmented CNN and Grad-CAM

Mustafa M. A., Erdem O. A., Söğüt E.

Journal of Computer & Electrical and Electronics Engineering Sciences , cilt.4, sa.2, ss.77-82, 2026 (Hakemli Dergi)

4. SAGSU-6G:A Real-Time Dynamic CNN+BiLSTM Framework for Physical-Layer Intrusion Detection in Multi-Domain 6G Networks

Polat O., Söğüt E., Nebi Z. Ş.

Turkish Journal of Nature and Science , cilt.15, sa.3, ss.243-253, 2026 (TRDizin)

5. Explainable and Robust Oil Price Forecasting Using Hybrid Deep Learning and SHAP Interpretability: A Long-Term Analysis of WTI Prices from 1986 to 2025

Polat O., Parlak N., Söğüt E., Fendoğlu E., Türkoğlu M.

Gazi Mühendislik Bilimleri Dergisi , cilt.12, sa.2, ss.201-220, 2026 (TRDizin)

6. MSCA-Net: A Multi-Scale Depthwise Attention Network for Multi-Class Intrusion Detection in Internet of Medical Things

Söğüt E., Kayaoğlu M., Polat O.

SENSORS , cilt.26, sa.13, ss.1-34, 2026 (SCI-Expanded, Scopus)

7. Use of Chest X-ray Images and Artificial Intelligence Methods for Early Diagnosis of COVID-19

Mustafa M. A., Erdem O. A., Söğüt E.

JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , cilt.28, sa.6, 2025 (ESCI, TRDizin)

8. ARTIFICIAL INTELLIGENCE IN BREAST CANCER DIAGNOSIS: CURRENT APPLICATIONS, CHALLENGES, AND THE ROLE OF EXPLAINABLE AI

Mustafa M. A., Erdem O. A., Söğüt E.

Engineering Sciences , cilt.20, sa.4, ss.129-147, 2025 (Hakemli Dergi)

9. Hybrid Optimization and Explainable Deep Learning for Breast Cancer Detection

Mustafa M. A., Erdem O. A., Söğüt E.

Applied Sciences (Switzerland) , cilt.15, sa.15, 2025 (SCI-Expanded, Scopus)

10. SCADA SİSTEMLERİ İLE SİBER GÜVENLİK İLİŞKİSİNİN İNCELENMESİ: MİNİ SİSTEMATİK TARAMA

Söğüt E., Erdem O. A.

Engineering Sciences , cilt.19, sa.4, ss.56-66, 2024 (Hakemli Dergi)

11. Machine Learning-Based DDoS Attack Detection on SDN-Based SCADA Systems

Söğüt E., Tekerek A., Erdem O. A.

Gazi Mühendislik Bilimleri Dergisi , cilt.9, sa.3, ss.596-611, 2023 (TRDizin)

12. Detection of Different Windows PE Malware Using Machine Learning Methods

Koçak A., Söğüt E., Alkan M., Erdem O. A.

JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , cilt.26, sa.3, ss.1185-1197, 2023 (ESCI, TRDizin)

13. A Multi-Model Proposal for Classification and Detection of DDoS Attacks on SCADA Systems

Söğüt E., Erdem O. A.

APPLIED SCIENCES , cilt.13, sa.10, ss.1-20, 2023 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

14. Detecting Different Types of Distributed Denial of Service Attacks

Söğüt E., Oyucu S., Erdem O. A.

Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji , cilt.9, sa.1, ss.12-25, 2021 (TRDizin)

15. Cyber Terror Attack Analysis for Industrial Control Systems (SCADA)

Söğüt E., Erdem O. A.

JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , cilt.23, ss.557-566, 2020 (ESCI, TRDizin)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 19

1. A Proposal for a Secure and Observable Microservices Architecture for AI-Powered E-Commerce Applications

Polat O., Baydağ N., Söğüt E.

International British Congress on Interdisciplinary Scientific Research & Practices-VI , London, İngiltere, 18 - 21 Haziran 2026, ss.256-261, (Tam Metin Bildiri)

2. Simulation of Physical Layer Attacks in 6G Networks Using NS-3 and Their Detection via Machine Learning

Söğüt E., Polat O., Nebi Z. Ş.

5th International Conference on Modern and Advanced Research (ICMAR 2026), Konya, Türkiye, 7 - 08 Mayıs 2026, ss.211-216, (Tam Metin Bildiri)

3. ATTENTION-ENHANCED CNN WITH GRAD-CAM FOR EXPLAINABLE BRAIN TUMOR CLASSIFICATION

Mustafa M. A., Erdem O. A., Söğüt E.

International Conference of Innovative Computer Engineering (ICE 2025), Ankara, Türkiye, 06 Kasım 2025, ss.7, (Özet Bildiri)

4. Comparative Analysis of SMOTE-Enhanced Deep Learning and Machine Learning Models on a SCADA Dataset

Söğüt E., Koçak A., Erdem O. A.

18th International Conference on Information Security and Cryptology (ISCTürkiye), Ankara, Türkiye, 22 - 23 Ekim 2025, ss.1-5, (Tam Metin Bildiri)

5. Disinformation and Misleading Information Detection with Natural Language Processing

Aksoy Ç., Söğüt E.

International Conference on Sustainability, Lisbon, Portekiz, 11 - 12 Eylül 2025, ss.114, (Özet Bildiri)

6. Enhanced 6G Network Slicing Classification Using PSO-Based Feature Selection and Ensemble Learning

Güllü M., Küçük B., Söğüt E.

IEEE International Conference on Electrical, Computer and Energy Technologies, ICECET 2025, Paris, Fransa, 3 - 06 Temmuz 2025, (Tam Metin Bildiri)

7. DEEPFAKE VIDEO DETECTION WITH RESNET50 AND ADVANCED MACHINE LEARNING ALGORITHMS

Koçak A., Söğüt E., Alkan M.

5th INTERNATIONAL SELÇUK SCIENTIFIC RESEARCH CONGRESS, Konya, Türkiye, 14 - 15 Aralık 2024, ss.1700-1709, (Tam Metin Bildiri)

8. PROMPT ATTACKS ON LARGE LANGUAGE MODELS CASE STUDY: A CYBER SECURITY SCENARIO

Aksoy Ç., Söğüt E.

5th INTERNATIONAL SELÇUK SCIENTIFIC RESEARCH CONGRESS, Konya, Türkiye, 14 - 15 Aralık 2024, ss.1710-1725, (Tam Metin Bildiri)

9. Assessment of the Cybersecurity Efficiency of G20 Countries Using Data Envelopment Analysis

Küpeli M., Söğüt E.

17th International Conference on Information Security and Cryptology (ISCTürkiye), Ankara, Türkiye, 16 - 17 Ekim 2024, ss.1-4, (Tam Metin Bildiri)

10. BİLİŞİM DÜNYASINDA VE SİBER GÜVENLİK ALANINDA AÇIKLANABİLİR YAPAY ZEKA (XAI) KULLANIMI

Söğüt E.

2. BİLSEL INTERNATIONAL SUMELA SCIENTIFIC RESEARCHES CONGRESS, Trabzon, Türkiye, 11 - 12 Kasım 2023, ss.283-295, (Tam Metin Bildiri)

11. THE USE OF EXPLAINABLE ARTIFICIAL INTELLIGENCE (XAI) IN THE CYBER SECURITY: A MINI SYSTEMATIC REVIEW

Söğüt E.

2. BİLSEL INTERNATIONAL SUMELA SCIENTIFIC RESEARCHES CONGRESS, Trabzon, Türkiye, 11 - 12 Kasım 2023, ss.263-282, (Tam Metin Bildiri)

12. Performance Analysis of Between Software Defined Wireless Network and Mobile Ad Hoc Network Under DoS Attack

Polat H., Söğüt E., Polat O., Erdem O. A.

2019 3rd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Ankara, Türkiye, 11 - 13 Ekim 2019, (Tam Metin Bildiri)

13. Performance Comparison of the IEEE 802.15.4 Standard (ZigBee) Topologies

Söğüt E., Erdem O. A.

8th International Conference on Advanced Technologies (ICAT’19), Sarajevo, Bosna-Hersek, 26 - 30 Ağustos 2019, ss.315-319, (Tam Metin Bildiri)

14. Saldırı Tespit Sistemlerinde Ajan Sistemlerin Kullanımı

Söğüt E., Erdem O. A., Çetin A.

10. Uluslararası Bilgi Güvenliği ve Kriptoloji Konferansı, Ankara, Türkiye, 20 - 21 Ekim 2017, ss.52-55, (Tam Metin Bildiri)

15. Günümüzün Vazgeçilmez Sistemleri: Nesnelerin Haberleşmesi ve Kullanılan Teknolojiler

Söğüt E., Erdem O. A.

2017 Akademik Bilişim Konferansları, Aksaray, Türkiye, 8 - 10 Şubat 2017, ss.1-8, (Tam Metin Bildiri)

16. Early Diagnosis of Breast Cancer Using Data Mining And Machine Learning Methods

Söğüt E., Erdem O. A.

3rd INTERNATIONAL CONFERENCE ON ENGINEERING AND NATURAL SCIENCES (ICENS 2017), Budapest, Macaristan, 3 - 07 Mayıs 2017, ss.163, (Özet Bildiri)

17. Recommendations for xDSL Technologies and Applications

Söğüt E., Oyucu S., Erdem O. A., Polat H.

3rd International Conference on Engineering and Natural Sciences (ICENS 2017), Budapest, Macaristan, 3 - 07 Mayıs 2017, ss.1166-1172, (Tam Metin Bildiri)

18. Görme Engelli Bireyler Ve Ebeveynleri İçin Ev Ortamının Kontrolü

Oyucu S., Söğüt E., Polat H., Erdem O. A.

Engellilerin Sosyal Refahı Açısından Uluslararası Bilgi ve İletişim Teknolojileri Kongresi, Ankara, Türkiye, 9 - 11 Ekim 2015, (Tam Metin Bildiri)

19. Gelişmiş Israrcı Tehditler ve GIT Örneklerinin Karşılaştırılması

Söğüt E., Erdem O. A.

8.Bilgi Güvenliği ve Kriptoloji Konferansı (ISCTURKEY 2015), Ankara, Türkiye, 30 - 31 Ekim 2015, ss.51-56, (Tam Metin Bildiri)

Kitaplar 2

1. Attack Detection on Testbed for Scada Security

Söğüt E., Erdem O. A.

Engineering Cyber-Physical Systems and Critical Infrastructures, D. Jude Hemanth,Tuncay Yigit,Utku Kose,Ugur Guvenc, Editör, Springer Nature, Aarau, ss.415-422, 2023