Publications

Articles

Misbehavior detection with spatio-temporal graph neural networks

Yuce M. F., ERTÜRK M. A., AYDIN M. A.
Computers and Electrical Engineering, vol.116, 2024 (SCI-Expanded, Scopus) identifier identifier

ICON: Instagram Profile Classification Using Image and Natural Language Processing Methods

GÜVEN E. Y., BOYACI A., Saritemur F. N., Turk Z., Sutcu G., TURNA Ö. C.
IEEE Transactions on Computational Social Systems, vol.11, no.2, pp.2776-2783, 2024 (SCI-Expanded, Scopus) identifier identifier

MOOA-CSF: A Multi-Objective Optimization Approach for Cloud Services Finding

Bezza Y., Hioual O., Hioual O., Yiltas-Kaplan D., Gürkaş Aydın G. Z.
COMPUTING AND INFORMATICS, vol.42, no.4, pp.896-922, 2023 (SCI-Expanded, Scopus) identifier

Internet of things security: A multi-agent-based defense system design

Aydın H., Aydın G. Z., Sertbaş A., Aydın M. A.
COMPUTERS AND ELECTRICAL ENGINEERING, vol.111, pp.11-19, 2023 (SCI-Expanded, Scopus) identifier identifier

The λ-Fold Spectrum Problem for the Orientations of the Eight-Cycle

DURUKAN ODABAŞI Ş., ODABAŞI U.
Symmetry, vol.15, no.10, 2023 (SCI-Expanded, Scopus) identifier identifier

A Hybrid Genetic Algorithm-Based Random Forest Model for Intrusion Detection Approach in Internet of Medical Things

Norouzi M., Gürkaş-Aydın Z., Turna Ö. C., Yağci M. Y., Aydin M. A., Souri A.
APPLIED SCIENCES-BASEL, vol.13, no.20, 2023 (SCI-Expanded, Scopus) identifier identifier

Investigation of the effectiveness of edible oils as solvent in reactive extraction of some hydroxycarboxylic acids and modeling with multiple artificial intelligence models

Sevindik Y. E., Gök A., Lalikoglu M., Gülgün S., Güven E. Y., Gürkaş Aydın G. Z., et al.
BIOMASS CONVERSION AND BIOREFINERY, vol.13, no.14, pp.13253-13265, 2023 (SCI-Expanded, Scopus) identifier identifier

Android Malware Detection in Bytecode Level Using TF-IDF and XGBoost

Ozogur G., ERTÜRK M. A., Aydin Z. G., Aydin M. A.
COMPUTER JOURNAL, vol.66, no.9, pp.2317-2328, 2023 (SCI-Expanded, Scopus) identifier identifier

A Framework for Personalized Human Activity Recognition

Eri˙ş H. A., ERTÜRK M. A., Aydln M. A.
International Journal of Pattern Recognition and Artificial Intelligence, vol.37, no.10, 2023 (SCI-Expanded, Scopus) identifier identifier

Early Detection of Earthquakes Using IoT and Cloud Infrastructure: A Survey

Abdalzaher M. S., Krichen M., Yıltaş Kaplan D., Ben Dhaou I., Adoni W. Y. H.
SUSTAINABILITY, vol.15, pp.1-38, 2023 (SCI-Expanded, SSCI, Scopus)

A comparative performance evaluation for hybrid parallel adders in terms of delay, area, power, and energy

AVCI D. İ., ÖZARPA C., AYDIN M.
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi, vol.38, no.4, pp.2505-2519, 2023 (SCI-Expanded, Scopus, TRDizin) identifier identifier identifier

Hybrid Deep Learning Approach for Automatic DoS/DDoS Attacks Detection in Software-Defined Networks

Elubeyd H., Yıltaş Kaplan D.
APPLIED SCIENCES, vol.13, no.6, pp.1-22, 2023 (SCI-Expanded, Scopus)

Mirai Botnet Attack Detection in Low-Scale Network Traffic

Güven E. Y., Gürkaş-Aydın Z.
INTELLIGENT AUTOMATION AND SOFT COMPUTING, vol.37, no.1, pp.419-437, 2023 (Scopus) identifier identifier

VoIPChain: A decentralized identity authentication in Voice over IP using Blockchain

Kara M., Merzeh H. R. J., AYDIN M. A., BALIK H. H.
COMPUTER COMMUNICATIONS, vol.198, pp.247-261, 2023 (SCI-Expanded, Scopus) identifier identifier

Malware Threat on Edge/Fog Computing Environments From Internet of Things Devices Perspective

Gulatas I., Kilinc H. H., ZAİM A. H., AYDIN M. A.
IEEE Access, vol.11, pp.33584-33606, 2023 (SCI-Expanded, Scopus) identifier identifier

A Multi-Modal Deep Transfer Learning Framework for Attack Detection in Software-Defined Networks

Elubeyd H., Yıltaş Kaplan D., Bahtiyar Ş.
IEEE Access, vol.11, pp.114128-114145, 2023 (SCI-Expanded, Scopus) identifier identifier

Identification of phantom movements with an ensemble learning approach.

Akbulut A., Gungor F., Tarakci E., Aydin M. A., Zaim A. H., Catal C.
Computers in biology and medicine, vol.150, pp.106132, 2022 (SCI-Expanded, Scopus) identifier identifier identifier

A Long Short-Term Memory (LSTM)-Based Distributed Denial of Service (DDoS) Detection and Defense System Design in Public Cloud Network Environment

Aydın H., Orman Z., Aydın M. A.
COMPUTERS & SECURITY, vol.118, pp.1-14, 2022 (SCI-Expanded, Scopus)

MGA-IDS: Optimal feature subset selection for anomaly detection framework on in-vehicle networks-CAN bus based on genetic algorithm and intrusion detection approach

Aksu D., Aydın M. A.
Computers & Security, no.118, pp.1-24, 2022 (SCI-Expanded, Scopus)

A Novel Password Policy Focusing on Altering User Password Selection Habits: A Statistical Analysis on Breached Data

Güven E., Boyaci A., Aydin M.
Computers & Security, vol.113, 2022 (SCI-Expanded, Scopus) identifier identifier

Traffic Optimization with Software-Defined Network Controller on a New User Interface

Yiltas-Kaplan D.
JOURNAL OF UNIVERSAL COMPUTER SCIENCE, vol.28, no.6, pp.648-669, 2022 (SCI-Expanded, Scopus) identifier identifier

A Fractionally Asymmetric Sub-Nyquist Baseband Receiver Design and Implementation for Phase Modulated Signals

Gurkas-Aydin Z., Yarkan S.
IEEE ACCESS, vol.10, pp.85343-85354, 2022 (SCI-Expanded, Scopus) identifier identifier

Bcvop2p: Decentralized Blockchain-Based Authentication Scheme for Secure Voice Communication

Kara M., Aydin M. A., Balik H. H.
INTELLIGENT AUTOMATION AND SOFT COMPUTING, vol.31, no.3, pp.1901-1918, 2022 (SCI-Expanded, Scopus) identifier identifier

GDPR Compliance IoT Authentication Model for Smart Home Environment

Merzeh H. R. J., Kara M., AYDIN M. A., BALIK H. H.
INTELLIGENT AUTOMATION AND SOFT COMPUTING, vol.31, no.3, pp.1953-1970, 2022 (SCI-Expanded, Scopus) Sustainable Development identifier identifier