Publications

Published journal articles indexed by SCI, SSCI, and AHCI

Design and evaluation of adaptive deep learning models for weather forecasting

Engineering Applications of Artificial Intelligence, vol.116, 2022 (SCI-Expanded) identifier identifier

Priority Enabled Content Based Forwarding in Fog Computing via SDN

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, pp.1-21, 2022 (SCI-Expanded)

SDN-based cyber defense: A survey

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, vol.115, pp.126-149, 2021 (SCI-Expanded) identifier identifier

StegoGIS: A new steganography method using the geospatial domain

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, vol.27, no.1, pp.532-546, 2019 (SCI-Expanded) identifier identifier

Articles Published in Other Journals

A comparative analysis of software-defined network controllers in terms of network forensics processes and capabilities

SIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES-SIGMA MUHENDISLIK VE FEN BILIMLERI DERGISI, vol.42, no.2, pp.425-437, 2024 (ESCI) identifier identifier

Deep Learning Based Fake News Detection on Social Media

INTERNATIONAL JOURNAL OF INFORMATION SECURITY SCIENCE, vol.12, no.2, pp.1-21, 2023 (Peer-Reviewed Journal)

A Linear Programming Model for Latency Minimization and Fault Tolerance in Software Defined Network Controller Placement

International Journal of Engineering Research and Development, vol.14, no.1, pp.237-245, 2022 (Peer-Reviewed Journal)

An Investigation of Topology Poisoning Attacks in Software Defined Networks Through Exploiting Link Layer Discovery Protocol

Uludağ Üniversitesi Mühendislik Fakültesi Dergisi, vol.26, no.2, pp.589-608, 2021 (Peer-Reviewed Journal)

A Deep Learning Based System for Traffic Engineering in Software Defined Networks

International Journal of Intelligent Systems and Applications in Engineering, vol.8, no.4, pp.206-213, 2020 (Scopus)

Virtual Security Functions and Their Placement in Software Defined Networks: A Survey

GAZI UNIVERSITY JOURNAL OF SCIENCE, vol.32, no.3, pp.833-851, 2019 (Peer-Reviewed Journal) Sustainable Development identifier identifier

Kurum İçi Saldırıların Tespiti ve Önlenmesi için Sunucu İzleme Uygulaması

Gazi Üniversitesi Fen Bilimleri Dergisi Part: C Tasarım ve Teknoloji, vol.6, no.3, 2018 (Peer-Reviewed Journal)

Refereed Congress / Symposium Publications in Proceedings

Security Challenges in Software Defined Networking SDN

International Cyber Security Workshop 2016, İstanbul, Turkey, 23 - 27 May 2016

Adaptive Learning on Fog-Cloud Collaborative Architecture for Stream Data Processing

2021 International Symposium on Networks, Computers and Communications, ISNCC 2021, Dubai, United Arab Emirates, 31 October - 02 November 2021 identifier

Drone Network Security: Attack Types and Machine Learning Based Solutions

8th IEEE International Conference on Computer Science and Engineering (UBMK), Burdur, Turkey, 13 - 15 September 2023, pp.352-357

Agile Network Defense Using Cyber Threat Intelligence

International Workshop on Industry and Computer Security, 08 December 2017

Sitelerarası Komut Dizisi XSS ve SQL Enjeksiyonu Saldırılarına Karşı Güvenlik Önlemlerinin İncelenmesi

8th International Conference on Information Security and Cryptology, Ankara, Turkey, 30 - 31 October 2015

An Investigation of Hypervisor Effect on Virtual Networks Performance

26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018 Sustainable Development identifier identifier

QoS Aware Routing Approaches in Software Defined Smart Grids

9. Uluslararası Bilgi​sayar Bilimleri ve Mühendisliği ​Konferansı, Antalya, Turkey, 26 - 28 October 2024, pp.1-6

Real Time Malicious Drone Detection Using Deep Learning on FANETs

2024 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), Tbilisi, Georgia, 24 - 27 June 2024, pp.242-247

Towards Utilizing Unlabeled Data for Flood Forecasting with Weakly Supervised Adaptive Learning

2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, Sivas, Turkey, 11 - 13 October 2023 identifier

Implementation of an SDN Based IoT Network Model for Eifficient Transmission of Sensor Data

4th International Conference on Computer Science and Engineering (UBMK), Samsun, Turkey, 11 - 15 September 2019, pp.682-687 identifier identifier

An Experimental Study on Efficient Virtual Network Migration

2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, 5 - 08 October 2017, pp.522-527 Sustainable Development identifier identifier

A Review of Techniques and Tools for Gathering Digital Evidence from Mobile Phones

3rd International Symposium on Digital Forensics and Security, Ankara, Turkey, 11 - 12 May 2015

POXIEM: An ELK Integrated SDN Controller Proposal for Improved Control Plane Forensic Visibility and Incident Response

16th International Conference on Information Security and Cryptology (ISCTürkiye), Ankara, Turkey, 18 - 19 October 2023, pp.1-6

Corporate E-mail Classification System

2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, 5 - 08 October 2017, pp.559-564 identifier identifier

A Survey of Machine Learning Applications for Energy-Efficient Resource Management in Cloud Computing Environments

IEEE 14th International Conference on Machine Learning and Applications ICMLA, Florida, United States Of America, 9 - 11 December 2015, pp.1185-1190 Sustainable Development identifier identifier

SMOTE and Gaussian Noise Based Sensor Data Augmentation

4th International Conference on Computer Science and Engineering (UBMK), Samsun, Turkey, 11 - 15 September 2019, pp.458-462 identifier identifier

Using Cyber Threat Intelligence in SDN Security

2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, 5 - 08 October 2017, pp.377-382 identifier identifier

An Intelligent System for Predicting Location from Text Content on Social Media

2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, 5 - 08 October 2017, pp.671-676 identifier identifier

Blockchain-Based Solutions for Effective and Secure Management of Electronic Health Records

14th International Conference on Information Security and Cryptology, ISCTURKEY 2021, Ankara, Turkey, 2 - 03 December 2021, pp.132-137 Sustainable Development identifier

Optimal Placement of Virtual Security Functions to Minimize Energy Consumption

International Symposium on Networks, Computers and Communications (ISNCC), Rome, Italy, 19 - 21 June 2018 Sustainable Development identifier identifier

A Novel Method for Multi-hop Communication over Bluetooth with Smartphones

2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, 5 - 08 October 2017, pp.1009-1014 Sustainable Development identifier identifier

Developing Explainable Intrusion Detection Systems for Internet of Things

16th International Conference on Information Security and Cryptology, Ankara, Turkey, 18 - 19 October 2023, pp.1-6

Malicious Firmware Detection on Embedded Systems Using Deep Learning

2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, Sivas, Turkey, 11 - 13 October 2023 identifier

DoS Attack Detection using Packet Statistics in SDN

International Symposium on Networks, Computers and Communications (ISNCC), İstanbul, Turkey, 18 - 20 June 2019 identifier identifier

Processing Honeypot Logs with Big Data and Data Visualization via Hadoop– Power BI Integration

15th International Conference on Information Security and Cryptology, Ankara, Turkey, 19 - 20 October 2022 identifier

Books & Book Chapters

Yazılım Tanımlı Ağlar ve Siber Güvenlik

in: Siber Güvenlik ve Savunma: Standartlar ve Uygulamalar, Şeref Sağıroğlu, Editor, Grafiker, Ankara, pp.121-152, 2019

Adaptive Learning in IoT-Based Smart City Applications

in: Principles and Applications of Adaptive Artificial Intelligence, Lv Zhihan, Editor, Idea Group Publishing (IGP) , Pennsylvania, pp.73-101, 2024

Security and DDoS in SDN: Opportunities and Challenges

in: Distributed Denial of Service Attacks: Real-world Detection and Mitigation, İlker Özçelik,Richard R. Brooks, Editor, CRC, New York , Florida, pp.223-238, 2020

5G ve Siber Güvenlik

in: Bilişim Teknolojileri Güvenliği, Nursel Yalçın,Hüseyin Çakır, Editor, Nobel Yayınevi, Ankara, pp.1-21, 2023