About
Md Nazmul Hoq
I am presently a PhD candidate at the Concordia Institute for Information Systems Engineering (CIISE), Concordia University, Montreal, Quebec, Canada, under the supervision of Dr. Suryadipta Majumdar and Dr. Mourad Debbabi. I have obtained my Master's and Bachelor's degrees in Computer Science and Engineering from Bangladesh. I am conducting my primary research in the field of wireless network security, with a particular emphasis on 5G security, security posture measurement, and security awareness. My secondary research interests include information retrieval, predictive analytics and recommendation systems, image processing, and computer vision, notably medical imaging.
Presently, I am engaged in a collaborative effort with an exceptional team that includes members of Ericsson Security Research and Concordia University. Our primary objective is to resolve issues associated with the assessment and prediction of 5G security posture.
- CISR Lab: cisr.encs.concordia.ca
Resume
Academic Background
Ph.D. in Information and System Engineering (Continuing)
Concordia University
- Montreal, Quebec, Canada
- Website
M. Sc. Engineering Computer Science and Engineering (2020)
Bangladesh University of Engineering & Technology (BUET)
- Dhaka, Bangladesh
- Website
Visiting post-graduate researcher at the University of Limerick (2018)
University of Limerick (UL), Limerick, Ireland
- Limerick, Ireland
- Website
B. Sc. Engineering (Hons.) Computer Science and Engineering (2012)
Shahjalal University of Science and Technology, Sylhet, Bangladesh
- Sylhet, Bangladeshn
- Website
Research Interests
- Wireless Network Security (5G and beyond)
- Security Posture Measurment and Prediction
- Information System Security
- Information Retrieval, Predictive Analytics and Recommendation System
- Natural Language Processing
- Image Processing & Computer Vision
Experience
Research Assistant
Concordia University, Montreal, Canada
- Dr. Suryadipta Majumdar | Concordia University (2021-Present)
Associate Head of the Department of CSE
Daffodil International University
- Maintaining students activity in Uttara branch
- Preparing and distributing course load
Lecturer of the Department of CSE
Daffodil International University
Course taught
- Object-oriented programming (OOP)
- Web Engineering, Data Structure
- Algorithm
- Database Management System
- Mobile Application Development
Publications
Journal Papers
2020
- Implementation of artificial intelligence and non-contact infrared thermography for prediction and personalized automatic identification of different stages of cellulite, Joanna Bauer, Md Nazmul Hoq, John Mulcahy, Syed A.M. Tofail, Fahmida Gulshan, Christophe Silien, Halina Podbielska and Md. Mostofa Akbar, Published in EPMA Journal (2020)
Conference Papers
2024
- Enhancing Textile Quality Assurance: An Advanced Deep Learning Approach for Efficient Fabric Defect Detection, Sadia Rahman, Sharmistha Chanda Tista, Md Nazmul Hoq, 6th International Conference on Communication and Computational Technologies, Rajasthan, India, January 8-9, 2024
2023
- Evaluating the Security Posture of 5G Networks by Combining State Auditing and Event Monitoring, Md Nazmul Hoq, Jia Wei Yao, Suryadipta Majumdar, Luis Suárez, Lingyu Wang, Makan Pourzandi, Amine Boukhtouta and Mourad Debbabi, Proc. the 28th European Symposium on Research in Computer Security (ESORICS), The Hague, The Netherlands, September 25-29, 2023 (Acceptance ratio 18.5%)
- On Reducing Underutilization of Security Standards by Deriving Actionable Rules: An Application to IoT, Md Wasiuddin Pathan Shuvo, Md Nazmul Hoq, Suryadipta Majumdar, Paria Shirani, Proc. the 8th Security Standardisation Research (SSR) Conference, Lyon, France, April 22-23, 2023
2021
- Feature Reduction through Data Pre-Processing for Intrusion Detection in IoT Networks, Tania Tahmina Jui, Md. Nazmul Hoq, Suryadipta Majumdar and Md. Shohrab Hossain, Proc. the Third IEEE International Conference on Trust, Privacy and Security in Intelligent Systems, and Applications (TPS), Virtual, December 13-15, 2021
- Towards an Attention-based Accurate Intrusion Detection Approach, Proc. the 17th EAI International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QSHINE), Virtual, November 29-30, 2021, Arunavo Dey, Md. Shohrab Hossain, Md. Nazmul Hoq, and Suryadipta Majumdar
2019
- Prediction of Potato Disease from Leaves using Deep Convolutional Neural Network towards a Digital Agricultural System, Md. Al-Amin, Tasfia Anika Bushra, Md Nazmul Hoq, Published
- Application of Transfer Learning to Detect Potato Disease from Leaf Image, Farabee Islam, Md Nazmul Hoq, and Chowdhury Mofizur Rahman, In IEEE International Conference on Robotics, Automation, Artificial-Intelligence and Internet-of-Things 2019, Dhaka, Bangladesh.
- Prediction of possible asthma attack from air pollutants: towards a high density air pollution map for smart cities to improve living, Md. Nazmul Hoq, Rakibul Alam, M Ashraful Amin, 2nd International Conference on Electrical, Computer and Communication Engineering (ECCE), 7-9 February, 2019, Cox's Bazar, Bangladesh
- Bangla Handwritten Character Recognition: an overview of the state of the art classification algorithm with new dataset, Md Nazmul Hoq, Nadira Anjum Nipa, Mohammad Mohaiminul Islam, Sadat Shahriar, in proceedings of 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT-2019), May 3-5, 2019, East West University, Dhaka, Bangladesh
2018
- A Comparative Overview of Classification Algorithm for Bangla Handwritten Digit Recognition (BHDR), Md Nazmul Hoq, Mohammad Mohaiminul Islam, Nadira Anjum Nipa, Md. Mostofa Akbar, in proceedings of 2nd International Joint Conference on Computational Intelligence (IJCCI), 14-15 December , 2018, Daffodil International University (DIU), Dhaka, Bangladesh.
Reviewer
- IEEE Open Journal of the Communications Society (February 2021)
Contact
Email:
mdnazmul.hoq@concordia.ca