Email: narayan.debnath@eiu.edu.vn
Dr Narayan C. Debnath is currently Dean of the School of Computing and Information Technology at Eastern International University (EIU), Vietnam. He is also serving as the Head of the Department of Software Engineering at EIU. Formerly, Dr Debnath served as a Full Professor and Chair of Computer Science department at Winona State University, Minnesota, USA. Dr Debnath received an M.S degree in Computer Science from the Ohio State University, USA, and another M.S. in Physics from East Carolina University, USA. He earned a Doctor of Science (D.Sc.) degree in Computer Science from Jadavpur University, India.
Dr Debnath has made original research contributions in Software Engineering Models, Metrics and Tools, Software Testing and automated tools, Software Development and Management, and Information Science, Technology and Engineering. Currently he is involved in research and publications on Computational Intelligence and Emerging Applications.
He is an author or co-author of over 500 publications in numerous refereed journals and conference proceedings in Computer Science, Information Science, Information Technology, System Sciences, Mathematics, and Electrical Engineering. Dr Debnath is an editor of several books published by Springer, Elsevier, CRC Press, and Bentham Science Press on emerging fields of computing. His recently published books on IoT Devices and Sensor Networks, IOT Security paradigm, Blockchain technology for data privacy, and Security and Privacy issues in IOT devices made significant impacts in new developments on these topics. He has been maintaining an active research and professional collaborations with many universities, faculty, scholars, professionals and practitioners across the globe.
Dr Debnath has made numerous teaching, research and invited keynote presentations at various international conferences, industries, and teaching and research institutions in Africa, Asia, Australia, Europe, North America, and South America. He has been teaching a wide range of courses in computing and information technology including the Computational Thinking, Software Testing and Quality Assurance, Theory of Computation. He has offered courses and workshops on Software Engineering and Software Testing at universities in Asia, Africa, Middle East, and South America. He had supervised many students and scholars with a large number of projects, M.S. Thesis, and Ph.D. dissertations around the world.
- Doctor of Science (D.Sc.) degree in Computer Science from Jadavpur University, India
- M.S degree in Computer Science from the Ohio State University, USA
- M.S. in Physics from East Carolina University, USA
- Bachelor from Calcutta University, India
- Software and Application Engineering
- Software and tool testing
- Data and software management
- Artificial intelligence and applications
Vehicle Traffic Prediction and Analysis using Hybrid Deep Learning Technique, Journal of Advanced Computational Intelligence and Intelligent Informatics (JACIII), Fuji Technology Press Ltd., Japan, 2025.
Smart Warehouse: WMS, AI, IoT, and Digital Twin Integration, International Journal of Computers and Their Applications (IJCA), ISSN: 1076-5204, Vol. 32, No. 2, pp. 150-159, June 2025. http://isca-hq.org/isca.php?p=2025volume3202
Reinforcement Learning for Neural System Towards Adaptive Intelligence, International Journal of Computers and Their Applications (IJCA), ISSN: 1076-5204, Vol. 32, No. 2, pp. 139-150, June 2025. http://isca-hq.org/isca.php?p=2025volume3202
Development of a Cyber Physical System for Conventional Machines in Smart Factories, International Journal of Computers and Their Applications (IJCA), ISSN: 1076-5204, Vol. 32, No. 1, pp. 5-13, March 2025. http://isca-hq.org/isca.php?p=2025volume3201
Explainable Deep Learning in Berry Classification through Attention Mechanisms and Grad-CAM, Bandopadhyay, S., Banerjee, S., and DEBNATH, N. C., Proceedings of the 9th International Conference on Advanced Machine Learning Technologies and Applications (AMLTA 2025), Volume 1, Lecture Notes on Data Engineering and Communication Technologies, LNDECT 273, Chapter 01, ISBN: 978-3-032-07336-5 (ebook), ISBN: 978-3-032-07335-8, ISSN: 2367-4512, ISSN: 2367-4520 (electronic), pp. 3-12, Springer Nature, Switzerland AG 2026, October 2025. https://doi.org/10.1007/978-3-032-07336-5_1
Robust Steganography Technique to Enhance Security and Imperceptibility, Proceedings of the 9th International Conference on Advanced Machine Learning Technologies and Applications (AMLTA 2025), Volume 1, Lecture Notes on Data Engineering and Communication Technologies, LNDECT 273, Chapter 01, ISBN: 978-3-032-07336-5 (ebook), ISBN: 978-3-032-07335-8, ISSN: 2367-4512, ISSN: 2367-4520 (electronic), pp. 125-134, Springer Nature, Switzerland AG 2026, October 2025https://doi.org/10.1007/978-3-032-07336-5_12
Enhancing Cloud Security in Smart Systems using Post-Quantum Cryptography, Proceedings of the 9th International Conference on Advanced Machine Learning Technologies and Applications (AMLTA 2025), Volume 1, Lecture Notes on Data Engineering and Communication Technologies, LNDECT 273, Chapter 15, ISBN: 978-3-032-07336-5 (ebook), ISBN: 978-3-032-07335-8, ISSN: 2367-4512, ISSN: 2367-4520 (electronic), pp. 156-165, Springer Nature, Switzerland AG 2026, October 2025.https://doi.org/10.1007/978-3-032-07336-5_15
Truth in Pixels with a Hybrid Intelligence Model for DeepFake Detection, Proceedings of the 9th International Conference on Advanced Machine Learning Technologies and Applications (AMLTA 2025), Volume 1, Lecture Notes on Data Engineering and Communication Technologies, LNDECT 273, Chapter 15, ISBN: 978-3-032-07336-5 (ebook), ISBN: 978-3-032-07335-8, ISSN: 2367-4512, ISSN: 2367-4520 (electronic), pp. 156-165, Springer Nature, Switzerland AG 2026, October 2025. https://doi.org/10.1007/978-3-032-07336-5_16
Comparative Semantic Similarity for RAG: A Study of Embedding Models in Recent Large Language Models, Proceedings of the 9th International Conference on Advanced Machine Learning Technologies and Applications (AMLTA 2025), Volume 2, Lecture Notes on Data Engineering and Communication Technologies, LNDECT 274, Chapter 4, ISBN: 978-3-032-07326-6 (ebook), ISBN: 978-3-032-07325-9, ISSN: 2367-4512, ISSN: 2367-4520 (electronic), pp. 195-204, Springer Nature, Switzerland AG 2026, October 2025. https://doi.org/10.1007/978-3-032-07326-6_18
Towards a Robust RAG System for Personalized Learning, Proceedings of the 9th International Conference on Advanced Machine Learning Technologies and Applications (AMLTA 2025), Volume 2, Lecture Notes on Data Engineering and Communication Technologies, LNDECT 274, Chapter 4, ISBN: 978-3-032-07326-6 (ebook), ISBN: 978-3-032-07325-9, ISSN: 2367-4512, ISSN: 2367-4520 (electronic), pp. 205-214, Springer Nature, Switzerland AG 2026, October 2025. https://doi.org/10.1007/978-3-032-07326-6_19
Enhancing OTP-Vote: Strengthening End-to-End Verifiability and Auditability with Machine Learning Techniques, Proceedings of the 9th International Conference on Advanced Machine Learning Technologies and Applications (AMLTA 2025), Volume 2, Lecture Notes on Data Engineering and Communication Technologies, LNDECT 274, Chapter 4, ISBN: 978-3-032-07326-6 (ebook), ISBN: 978-3-032-07325-9, ISSN: 2367-4512, ISSN: 2367-4520 (electronic), pp. 36-45, Springer Nature, Switzerland AG 2026, October 2025. https://doi.org/10.1007/978-3-032-07326-6_4
Analysis of Educational Performance Test Results using Machine Learning Models, Proceedings of the 9th International Conference on Advanced Machine Learning Technologies and Applications (AMLTA 2025), Volume 2, Lecture Notes on Data Engineering and Communication Technologies, LNDECT 274, Chapter 4, ISBN: 978-3-032-07326-6 (ebook), ISBN: 978-3-032-07325-9, ISSN: 2367-4512, ISSN: 2367-4520 (electronic), pp. 195-204, Springer Nature, Switzerland AG 2026, October 2025. https://doi.org/10.1007/978-3-032-07326-6_20
Comparison of Some Pseudorandom Binary Generators Based on Combinatorial Functions, Computers and Their Applications (CATA 2025), Communications in Computer and Information Science (CCIS, Volume 2435), Chapter 10, Softcover ISBN: 978-3-031-92177-3, eBook ISBN: 978-3-031-92178-0, pp. 113-129, Springer Cham, June 2025. https://doi.org/10.1007/978-3-031-92178-0_10
Design Process of a New Pseudorandom Binary Generator Model, Computers and Their Applications (CATA 2025), Communications in Computer and Information Science (CCIS, Volume 2435), Chapter 11, Softcover ISBN: 978-3-031-92177-3, eBook ISBN: 978-3-031-92178-0, pp. 130-141, Springer Cham, June 2025.
https://doi.org/10.1007/978-3-031-92178-0_11
https://doi.org/10.1007/978-3-031-92178-0
Advanced Data Mining Solution for Educational Decision Making, Advanced Intelligent Systems and Informatics (AISI 2025), Lecture Notes on Data engineering and Communication Technologies (LNDECT), Volume 238, Chapter 2, Software ISBN: 978-3-031-81307-8, eBook ISBN: 978-3-031-81308-5, pp. 16-25, Springer Cham, February 2025. https://doi.org/10.1007/978-3-031-81308-5_2
Quantum Computing in Cybersecurity using Quantum Key Distribution and Quantum Random Number Generator, Advanced Intelligent Systems and Informatics (AISI 2025), Lecture Notes on Data engineering and Communication Technologies (LNDECT), Volume 238, Chapter 27, Software ISBN: 978-3-031-81307-8, eBook ISBN: 978-3-031-81308-5, pp. 287-295, Springer Cham, February 2025. https://doi.org/10.1007/978-3-031-81308-5_27
YOLOv8 for Vehicle Detection and Speed Estimation, Advanced Intelligent Systems and Informatics (AISI 2025), Lecture Notes on Data engineering and Communication Technologies (LNDECT), Volume 238, Chapter 7, Software ISBN: 978-3-031-81307-8, eBook ISBN: 978-3-031-81308-5, pp. 69-78, Springer Cham, February 2025. https://doi.org/10.1007/978-3-031-81308-5_7
Perceptual Hashing Algorithms for Image Recognition, Advanced Intelligent Systems and Informatics (AISI 2025), Lecture Notes on Data engineering and Communication Technologies (LNDECT), Volume 238, Chapter 9, Software ISBN: 978-3-031-81307-8, eBook ISBN: 978-3-031-81308-5, pp. 90-101, Springer Cham, February 2025. https://doi.org/10.1007/978-3-031-81308-5_9
Traffic Sign Classification Using an Ensemble Technique with Machine Learning and Deep Learning Methods, Advanced Intelligent Systems and Informatics (AISI 2025), Lecture Notes on Data engineering and Communication Technologies (LNDECT), Volume 238, Chapter 10, Software ISBN: 978-3-031-81307-8, eBook ISBN: 978-3-031-81308-5, pp. 102-110, Springer Cham, February 2025. https://doi.org/10.1007/978-3-031-81308-5_10
Intelligent Water Management: Deep Learning in Edge and Fog Computing for Smart Irrigation, Advanced Intelligent Systems and Informatics (AISI 2025), Lecture Notes on Data engineering and Communication Technologies (LNDECT), Volume 238, Chapter 28, Software ISBN: 978-3-031-81307-8, eBook ISBN: 978-3-031-81308-5, pp. 296-305, Springer Cham, February 2025. https://doi.org/10.1007/978-3-031-81308-5_28
