College of Electrical & Mechanical Engineering
Faculty Mehwish Naseer

Mehwish Naseer

Assistant Professor
  • College of Electrical & Mechanical Engineering
  • 0515444106
Summary

Dr. Mehwish Naseer is an Assistant Professor in the Department of Computer and Software Engineering at the College of EME, NUST, Pakistan. She brings extensive experience in higher education teaching and research. She earned her Ph.D. from Shanghai University, China, where her research focused on automated software engineering using machine learning techniques. Her research interests span Natural Language Processing, Large Language Models, Automated Software Engineering, and Cybersecurity, with a strong emphasis on AI-driven system development. Dr. Mehwish Naseer is dedicated to advancing these domains through high-quality research and innovation and actively supervises both Master’s and Doctoral students.

Academic Background
PhD (Computer Application Technology) Shanghai University September 06, 2017 - December 08, 2021
Honours and Awards
Publications
Metareinforcement learning in health informatics: a metareinforcement learning framework for blood glucose level control in Type 1 diabetes February 27, 2026 Cognitive and Meta Learning Strategies in Biomedical Research and Healthcare - Chapter 5, Pages 131-157
A novel adaptive hybrid intrusion detection system with lightweight optimization for enhanced security in internet of medical things January 15, 2026 Scientific Reports - Volume 16, Article Number: 2097
Artificial intelligence and machine learning in enhancing software project management processes: A systematic literature review January 01, 2026 Automated Software Engineering - Volume:33, Issue:1, Article Number 31
Adaptive IoT Defense with Deep Q-Learning Model for DNS Spoofing Prevention in Self-Organizing Networks September 01, 2025 IEEE Communications Standards Magazine - Volume: 9, Issue: 3
Rank-Based singular value decomposition recommendation algorithm for academic web pages March 26, 2025 International Journal of Computers and Applications - Pages 1-11
Explainable TabNet ensemble model for identification of obfuscated URLs with features selection to ensure secure web browsing March 19, 2025 Scientific Reports - Volume 15, Article Number 9496
Obfuscated Malware Detection and Classification in Network Traffic Leveraging Hybrid Large Language Models and Synthetic Data January 01, 2025 Sensors - Volume:25, Issue:1, Article Number:202
Prediction of coding intricacy in a software engineering team through machine learning to ensure cooperative learning and sustainable education October 29, 2020 Sustainability - Volume 12, Issue 21, Pages 1-15
Early prediction of a team performance in the initial assessment phases of a software project for sustainable software engineering education June 08, 2020 Sustainability - Volume 12, Issue 11, Article Number 4663
Conferences
A Multi-Agent Deep Reinforcement Learning Framework for Personalized Cancer Treatment Decision Support in Dynamic Clinical Scenarios December 30, 2024 - December 31, 2024 Madeha Arif, Usman Qamar, Mehwish Naseer, 2024 26th International Multi-Topic Conference (INMIC)
IMA- An Intelligent Obfuscated Malware Analysis Model August 20, 2024 - August 23, 2024 Mehwish Naseer, Abrar Ahmad, Khurram Mehmood, Mahreen Ahmad, Proceedings of 2024 21st International Bhurban Conference on Applied Sciences and Technology, IBCAST 2024
A Comparative Study to Enhance the Performance of Web-Page Recommendation System November 29, 2019 - November 30, 2019 Mehwish Naseer, Wu Zhang, Wenhao Zhu, 22nd International Multitopic Conference (INMIC)
A Framework to Strengthen up Business Interests in Students by Using Matrix Factorization on Web Log November 06, 2019 - November 08, 2019 Mehwish Naseer, Wu Zhang, Wehnaho Zhu, International Conference on Intelligent Technologies and Applications (INTAP 2019), Bahawalpur, Pakistan
A framework for selection of SAAS by evaluating the quality of Freemium model August 24, 2016 - August 26, 2016 Mehwish Naseer, Maryam Nazar, 2016 Sixth International Conference on Innovative Computing Technology (INTECH)
Assistant Professor HITEC University, Taxila March 07, 2022 - August 15, 2023
Lecturer HITEC University, Taxila September 13, 2021 - March 06, 2022
Lecturer Comsats University Islamabad, Attock Campus July 15, 2015 - September 06, 2021