ASSISTANT PROFESSOR, at Karabuk University, Turkey.
Asst. Prof. Dr. İsa Avcı is a distinguished academic in the field of Computer Engineering at Karabük University, Turkey. With a robust educational background, he earned his Ph.D. in Computer Engineering from Istanbul University-Cerrahpaşa in 2021, following a non-thesis Master’s degree in Information Technologies from Sakarya University in 2011. His academic journey began with a Bachelor’s degree in Electrical-Electronics Engineering from Sakarya University in 2007. Additionally, he holds a Bachelor’s degree in Business Administration from Anadolu University, completed in 2013. Dr. Avcı’s research interests encompass cybersecurity, artificial intelligence, and machine learning, focusing on their applications in critical infrastructures and smart systems. He has contributed significantly to the academic community with numerous publications and has been involved in various national and international research projects. His dedication to advancing knowledge in his field is evident through his active participation in academic and professional endeavors.unis.karabuk.edu.tr+1ResearchGate+1
Professional Profile
Scopus
ORCID
Google Scholar
🎓 Education
Dr. İsa Avcı’s educational journey reflects a commitment to excellence and interdisciplinary expertise. He completed his Ph.D. in Computer Engineering at Istanbul University-Cerrahpaşa in 2021, where his dissertation focused on cybersecurity vulnerabilities in smart natural gas networks and the development of a maturity model. Prior to that, he obtained a non-thesis Master’s degree in Information Technologies from Sakarya University in 2011, which was pursued through distance education. His foundational knowledge in engineering was established with a Bachelor’s degree in Electrical-Electronics Engineering from Sakarya University in 2007. Dr. Avcı further broadened his academic horizon by earning a Bachelor’s degree in Business Administration from Anadolu University in 2013. Additionally, he holds an Associate Degree in Electricity from Istanbul University’s Technical Sciences Vocational School, completed in 2003. This diverse educational background enables Dr. Avcı to approach complex problems with a multifaceted perspective.
💼 Experience
Dr. İsa Avcı has a diverse professional background that bridges academia and industry. Since March 2021, he has been serving as an Assistant Professor in the Department of Computer Engineering at Karabük University’s Faculty of Engineering, specializing in computer hardware. His academic career commenced in 2010 as a Lecturer at Istanbul University’s Technical Sciences Vocational School, where he taught Aircraft Technology until June 2011. Beyond his teaching roles, Dr. Avcı has been actively involved in research and development projects, focusing on areas such as cybersecurity, artificial intelligence, and smart systems. He has contributed to various national and international projects, collaborating with institutions and researchers to advance technological innovations. His professional journey reflects a strong commitment to integrating theoretical knowledge with practical applications, aiming to address contemporary challenges in the field of computer engineering.
🔬 Research Interests
Dr. İsa Avcı’s research interests lie at the intersection of cybersecurity, artificial intelligence, and machine learning, with a particular focus on their applications in critical infrastructures and smart systems. He is dedicated to exploring innovative solutions to enhance the security and efficiency of smart natural gas networks, intelligent transportation systems, and industrial control systems. His work involves developing maturity models to assess and improve the cybersecurity posture of these systems. Additionally, Dr. Avcı investigates the integration of emerging technologies such as blockchain and digital twins to address challenges in smart grid management and data privacy. He is also interested in the application of machine learning algorithms for predictive analytics, aiming to anticipate and mitigate potential risks in various domains. Through his research, Dr. Avcı strives to contribute to the development of secure, intelligent, and sustainable technological solutions.unis.karabuk.edu.tr
🏆 Awards
Dr. İsa Avcı’s academic and professional achievements have been recognized through various awards and honors. His dedication to advancing knowledge in computer engineering has earned him accolades in both national and international arenas. Notably, his research contributions have been acknowledged in conferences such as the International Paris Congress on Applied Sciences and the International European Conference on Interdisciplinary Scientific Research, where his papers were presented and received commendations. Additionally, Dr. Avcı has been involved in several research projects funded by higher education institutions, focusing on areas like mobile application development for predicting noise-induced hearing loss and satellite-supported smart transportation systems. These projects not only highlight his research capabilities but also his commitment to addressing real-world challenges through technological innovations. The recognition of his work underscores his standing as a respected figure in the field of computer engineering.unis.karabuk.edu.trunis.karabuk.edu.tr
📚 Top Noted Publications
Dr. İsa Avcı has an extensive publication record, contributing significantly to the fields of cybersecurity, artificial intelligence, and machine learning. His work has been featured in reputable journals and conferences, reflecting the impact and relevance of his research. Notable publications include:
1. Energy Management in Microgrids Using Model-Free Deep Reinforcement Learning Approach
-
Journal: IEEE Access
-
Authors: O.A. Talab & I. Avci
-
Publication Year: 2025
-
DOI: 10.1109/ACCESS.2025.3525843
-
Summary: This study presents a model-free deep reinforcement learning approach for real-time energy management in microgrids. Utilizing an actor-critic-based Deep Deterministic Policy Gradient (DDPG) algorithm, the method adapts dynamically to changing system conditions, reducing operational costs and power losses. Numerical simulations demonstrate a 3.19% cost reduction compared to Dueling DQN and a 4% reduction compared to DQN. Directory of Open Access Journals+1Directory of Open Access Journals+1ResearchGate+1acikerisim.karabuk.edu.tr+1acikerisim.karabuk.edu.tr+1Directory of Open Access Journals+1
2. Cybersecurity Defence Mechanism Against DDoS Attack with Explainability
-
Journal: Mesopotamian Journal of CyberSecurity
-
Authors: Alaa Mohammad Mahmood & Dr. Öğr. Üyesi İsa Avcı
-
Publication Year: 2024
-
DOI: 10.58496/MJCS/2024/027
-
Summary: This paper proposes a cybersecurity defense mechanism against Distributed Denial of Service (DDoS) attacks, incorporating explainability to enhance understanding and trust in the detection process. unis.karabuk.edu.tr+1ResearchGate+1
3. A Novel Hybrid Model Detection of Security Vulnerabilities in Industrial Control Systems and IoT Using GCN+LSTM
-
Journal: IEEE Access
-
Authors: Murat Koca & İsa Avcı
-
Publication Year: 2024
-
DOI: 10.1109/ACCESS.2024.3466391
-
Summary: This research introduces a hybrid model combining Graph Convolutional Networks (GCN) and Long Short-Term Memory (LSTM) networks to detect security vulnerabilities in Industrial Control Systems (ICS) and the Internet of Things (IoT). The model achieves a detection accuracy of 99.99% by analyzing spatial and temporal data flows, effectively identifying and mitigating deceptive connectivity disruptions. unis.karabuk.edu.tr+1ResearchGate+1ResearchGate+1Directory of O
Conclusion
Assistant Professor İsa Avcı is a highly active and promising researcher in the fields of cybersecurity, AI, IoT, and deep learning, with a strong commitment to applied research and mentorship. His work demonstrates a wide scope of interdisciplinary engagement, practical impact, and national significance.