Publications

Articles

HELP4DNS: Leveraging the programmable data plane for effective and robust defense against DDoS attacks on DNS

ŞAHİN M. E., DEMİRCİ M.
JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, vol.240, 2025 (SCI-Expanded, Scopus) identifier identifier

APT-scope: A novel framework to predict advanced persistent threat groups from enriched heterogeneous information network of cyber threat intelligence

Gulbay B., DEMİRCİ M.
ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH, vol.57, 2024 (SCI-Expanded, Scopus) identifier identifier

Smart meter-based energy consumption forecasting for smart cities using adaptive federated learning

Abdulla N., Demirci M., Özdemir S.
SUSTAINABLE ENERGY GRIDS & NETWORKS, vol.38, 2024 (SCI-Expanded, Scopus) Sustainable Development identifier identifier

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

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

Determination of Network Forensics Process Requirements and Analysis in Software-Defined Networks

Çil A., Demirci M.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI, vol.27, pp.665-679, 2024 (ESCI, TRDizin) identifier identifier

ConPoolUBF: Connection pooling and updatable Bloom filter based SYN flood defense in programmable data planes

Şahin M. E., Demirci M.
COMPUTER NETWORKS, vol.231, 2023 (SCI-Expanded, Scopus) identifier identifier

Deep Learning Based Fake News Detection on Social Media

Güler G., Demirci M. S.
INTERNATIONAL JOURNAL OF INFORMATION SECURITY SCIENCE, vol.12, no.2, pp.1-21, 2023 (TRDizin)

Design and evaluation of adaptive deep learning models for weather forecasting

Abdulla N., Demirci M., Özdemir S.
Engineering Applications of Artificial Intelligence, vol.116, 2022 (SCI-Expanded, Scopus) identifier identifier

Priority Enabled Content Based Forwarding in Fog Computing via SDN

İNAĞ Y., GÜZEL M., YILDIRIM OKAY F., DEMİRCİ M., ÖZDEMİR S.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, pp.1-21, 2022 (SCI-Expanded, Scopus, TRDizin)

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

İnağ Y., Demirci M.
International Journal of Engineering Research and Development, vol.14, no.1, pp.237-245, 2022 (TRDizin)

Security analysis of SDN controller-based DHCP services and attack mitigation with DHCPguard

Tok M. S., DEMİRCİ M.
COMPUTERS & SECURITY, vol.109, 2021 (SCI-Expanded, Scopus) Sustainable Development identifier identifier

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

Tok M. S., Demirci M.
Uludağ Üniversitesi Mühendislik Fakültesi Dergisi, vol.26, no.2, pp.589-608, 2021 (TRDizin)

Energy-efficient virtual security function placement in NFV-enabled networks

Demirci M. S., Sağıroğlu Ş., Demirci M.
SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, vol.30, 2021 (SCI-Expanded, Scopus) Sustainable Development identifier identifier

Citadel: Cyber threat intelligence assisted defense system for software-defined networks

Yurekten O., Demirci M.
COMPUTER NETWORKS, vol.191, 2021 (SCI-Expanded, Scopus) identifier identifier

SDN-based cyber defense: A survey

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

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

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

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

Demirci M. S., Demirci M., Sağıroğlu Ş.
GAZI UNIVERSITY JOURNAL OF SCIENCE, vol.32, no.3, pp.833-851, 2019 (ESCI, Scopus, TRDizin) Sustainable Development identifier identifier identifier

StegoGIS: A new steganography method using the geospatial domain

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

Kurum İçi Saldırıların Tespiti ve Önlenmesi için Sunucu İzleme Uygulaması

Ulus H. İ., Demirci M.
Gazi Üniversitesi Fen Bilimleri Dergisi Part: C Tasarım ve Teknoloji, vol.6, no.3, 2018 (TRDizin)

Papers Published in Refereed Scientific Meetings

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

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

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

Faroug A., Demirci M.
14th International Conference on Information Security and Cryptology, ISCTURKEY 2021, Ankara, Turkey, 2 - 03 December 2021, pp.132-137, (Full Text) Sustainable Development identifier

DoS Attack Detection using Packet Statistics in SDN

Goksel N., Demirci M.
International Symposium on Networks, Computers and Communications (ISNCC), İstanbul, Turkey, 18 - 20 June 2019, (Full Text) identifier identifier

Developing Explainable Intrusion Detection Systems for Internet of Things

Çelik A. F., Sağlam B., Demirci M. S.
16th International Conference on Information Security and Cryptology, Ankara, Turkey, 18 - 19 October 2023, pp.1-6, (Full Text)

Malicious Firmware Detection on Embedded Systems Using Deep Learning

Yapıcıoğlu C., YILDIRIM OKAY F., DEMİRCİ M.
2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, Sivas, Turkey, 11 - 13 October 2023, (Full Text) identifier

Security Challenges in Software Defined Networking SDN

DEMİRCİ M.
International Cyber Security Workshop 2016, İstanbul, Turkey, 23 - 27 May 2016, (Summary Text)

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

Abdulla N., Demirci M., Özdemir S.
2021 International Symposium on Networks, Computers and Communications, ISNCC 2021, Dubai, United Arab Emirates, 31 October - 02 November 2021, (Full Text) identifier

Drone Network Security: Attack Types and Machine Learning Based Solutions

Çakırgöz R., Demirci M. S.
8th IEEE International Conference on Computer Science and Engineering (UBMK), Burdur, Turkey, 13 - 15 September 2023, pp.352-357, (Full Text)

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

Ulus H. İ., Demirci M.
8th International Conference on Information Security and Cryptology, Ankara, Turkey, 30 - 31 October 2015, (Full Text)

An Investigation of Hypervisor Effect on Virtual Networks Performance

Demiral Y., DEMİRCİ M.
26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018, (Full Text) Sustainable Development identifier identifier

Siber Tehdit İstihbaratı Alanında Makine Öğrenmesi Algoritmalarının Kullanılması

Sarıcaoğlu C., DEMİRCİ M.
International Data Science and Engineering Symposium, 2 - 03 May 2019, (Summary Text)

QoS Aware Routing Approaches in Software Defined Smart Grids

Demirci M. S.
9. Uluslararası Bilgi​sayar Bilimleri ve Mühendisliği ​Konferansı, Antalya, Turkey, 26 - 28 October 2024, pp.1-6, (Full Text)

Real Time Malicious Drone Detection Using Deep Learning on FANETs

Yapıcıoğlu C., Demirci M., Akcayol M. A.
2024 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), Tbilisi, Georgia, 24 - 27 June 2024, pp.242-247, (Full Text)

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

Abdulla N., DEMİRCİ M., ÖZDEMİR S.
2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, Sivas, Turkey, 11 - 13 October 2023, (Full Text) identifier

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

İnağ Y., Demirci M., Özdemir S.
4th International Conference on Computer Science and Engineering (UBMK), Samsun, Turkey, 11 - 15 September 2019, pp.682-687, (Full Text) identifier identifier

An Experimental Study on Efficient Virtual Network Migration

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

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

Bal M., Öztürk B., Yayla E., Gündüz M. S., Demirci M.
3rd International Symposium on Digital Forensics and Security, Ankara, Turkey, 11 - 12 May 2015, (Full Text)

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

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

Corporate E-mail Classification System

Yildiz A., DEMİRCİ M.
2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, 5 - 08 October 2017, pp.559-564, (Full Text) identifier identifier

SMOTE and Gaussian Noise Based Sensor Data Augmentation

Arslan M., Güzel M., Demirci M., Özdemir S.
4th International Conference on Computer Science and Engineering (UBMK), Samsun, Turkey, 11 - 15 September 2019, pp.458-462, (Full Text) identifier identifier

Using Cyber Threat Intelligence in SDN Security

Yurekten O., Demirci M.
2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, 5 - 08 October 2017, pp.377-382, (Full Text) identifier identifier

Optimal Placement of Virtual Security Functions to Minimize Energy Consumption

Demirci M. S., Demirci M., Sağıroğlu Ş.
International Symposium on Networks, Computers and Communications (ISNCC), Rome, Italy, 19 - 21 June 2018, (Full Text) Sustainable Development identifier identifier

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

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

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

Tok M. S., Dener M., Demirci M.
15th International Conference on Information Security and Cryptology, Ankara, Turkey, 19 - 20 October 2022, (Full Text) identifier

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

DEMİRCİ M. S., Ozdemir S. O.
2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, 5 - 08 October 2017, pp.671-676, (Full Text) identifier identifier

IP Packet Marking and Forwarding Based on Content Type with SDN

Atalay M., Demirci M.
ICATCES 2019, Antalya, Turkey, 26 - 28 April 2019, (Full Text)

Agile Network Defense Using Cyber Threat Intelligence

DEMİRCİ M.
International Workshop on Industry and Computer Security, 08 December 2017

Books & Book Chapters

Security and DDoS in SDN: Opportunities and Challenges

Demirci M.
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

Yazılım Tanımlı Ağlar ve Siber Güvenlik

Gündüz M. S., Yürekten Ö., Demirci M.
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

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

5G ve Siber Güvenlik

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