Publications & Works

Publication Network
Articles 7
All (7)
SCI-E, SSCI, AHCI (4)
SCI-E, SSCI, AHCI, ESCI (6)
ESCI (2)
Scopus (5)
TRDizin (2)

1. Hybrid AHA-PLO Metaheuristic Feature Selection for Robust Deepfake Video Detection

KOÇAK A., ALKAN M.
APPLIED SCIENCES-BASEL , vol.15, no.21, 2025 (SCI-Expanded, Scopus) identifier identifier

2. Detection and mitigation of cyber-attacks in software defined networks using machine learning/deep learning: a systematic literature review, research challenges and future directions

Dogan S. M., ALKAN M., KOÇAK A., Kocak A., Alkan M.
INTERNATIONAL JOURNAL OF INFORMATION SECURITY , vol.24, no.5, 2025 (SCI-Expanded, Scopus) identifier identifier

3. Deepfake video detection using convolutional neural network based hybrid approach

KOÇAK A., ALKAN M., Arikan M. S.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.28, no.3, 2025 (ESCI, TRDizin) identifier identifier

4. Advancing GAN Deepfake Detection: Mixed Datasets and Comprehensive Artifact Analysis

Say T., ALKAN M., KOÇAK A.
APPLIED SCIENCES-BASEL , vol.15, no.2, 2025 (SCI-Expanded, Scopus) identifier identifier

5. Automating shareable cyber threat intelligence production for closed source software vulnerabilities: a deep learning based detection system

Arıkan S. M., KOÇAK A., ALKAN M.
International Journal of Information Security , vol.23, no.5, pp.3135-3151, 2024 (SCI-Expanded, Scopus) identifier

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

Koçak A., Söğüt E., Alkan M., Erdem O. A.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.26, no.3, pp.1185-1197, 2023 (ESCI, TRDizin) Creative Commons License Sustainable Development identifier

7. GENERAL OVERVIEW OF AREA NETWORKS AND COMMUNICATION TECHNOLOGIES IN SMART GRID APPLICATIONS

KOÇAK A., TAPLAMACIOĞLU M. C., GÖZDE H.
International Journal on "Technical and Physical Problems of Engineering" (IJTPE) , vol.13, no.46, pp.103-110, 2021 (Scopus) Sustainable Development identifier
Papers Presented at Peer-Reviewed Scientific Conferences 6

1. 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, Turkey, 22 - 23 October 2025, pp.1-5, (Full Text) Creative Commons License Sustainable Development identifier

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

Koçak A., Söğüt E., Alkan M.
5th INTERNATIONAL SELÇUK SCIENTIFIC RESEARCH CONGRESS, Konya, Turkey, 14 - 15 December 2024, pp.1700-1709, (Full Text) Creative Commons License Sustainable Development

3. Atomic Lifecycle for Cyber Threat Intelligence

Arikan S. M., KOÇAK A., ALKAN M.
17th International Conference on Information Security and Cryptology, ISCTurkiye 2024, Ankara, Turkey, 16 - 17 October 2024, (Full Text) identifier

4. Security Review and Performance Analysis of QUIC and TCP Protocols

ORAN S., KOÇAK A., ALKAN M.
2022 15th International Conference on Information Security and Cryptography (ISCTURKEY), Ankara, Turkey, 19 October 2022, pp.25-30, (Full Text) identifier

5. Detection of Counter-Forensic Incidents Using Security Information and Incident Management (SIEM) Systems

FANUSCU M. Ç., KOÇAK A., ALKAN M.
2022 15th International Conference on Information Security and Cryptography (ISCTURKEY), Ankara, Turkey, 19 October 2022, pp.74-79, (Full Text) identifier

6. Deepfake Generation, Detection and Datasets: a Rapid-review

Koçak A., Alkan M.
2022 15th International Conference on Information Security and Cryptography (ISCTURKEY), Ankara, Turkey, 19 October 2022, pp.86-91, (Full Text) identifier
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6

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10

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15

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1

Open Access

10
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