Military College of Signals
Faculty Nauman Ali Khan

Nauman Ali Khan

Assistant Professor
Summary

Nauman Ali Khan received a BS(CS) Degree from the University of Engineering and Technology Peshawar, Pakistan, in 2008. He achieved the prestige Gold medal during his Bachelor's Degree. He received the M.Phil Computer Science Degree from Quaid-I-Azam University Islamabad, Pakistan, in 2012. He has completed a Ph.D. degree in Communication and Information Systems at the University of Science and Technology of China, Hefei, China. He is currently serving as an Assistant Professor at the Department of Computer Software Engineering National University of Science and Technology, Islamabad, Pakistan. During his professional career, he remained one of the active organizers of (FIT) Frontier Information Technology, an international conference in collaboration with COMSATS University, Abbottabad Campus. His research interests include Machine Learning, Social Network Analysis, Wireless Big Data Mining, Social-Tie Inference, and Prediction.

Academic Background
PhD (Information And Communication Engineering) University of Science and Technology of China June 15, 2017 - June 23, 2021
Honours and Awards
Publications
Hybrid CNN-LSTM Model for DDoS Attack Detection in Internet of Things-based Healthcare Industry 5.0 June 28, 2026 IEEE Internet of Things Journal - Accepted
An explainable deep learning-based feature fusion model for acute lymphoblastic leukemia diagnosis and severity assessment December 16, 2025 Frontiers in Medicine - Volume 12, Article Number 1694024
An Integrated Deep Learning Framework Using Adaptive Enhanced Vision Fusion and Modified MobileNet Architecture for Precision Classification of Skin Diseases with Enhanced Diagnostic Performance October 01, 2025 SLAS Technology - Volume 34, Article Number 100331
A Secure AI Framework for Intelligent Traffic Prediction and Routing in SDN Based Consumer Internet of Things May 01, 2025 IEEE Transactions on Consumer Electronics - Volume: 71, Issue: 2, Page(s):6294-6306
Secure and Efficient AI-SDN-based Routing for Healthcare-Consumer Internet of Things May 01, 2025 IEEE Transactions on Consumer Electronics - Volume: 71, Issue: 2, Pages:6769-6776
CAD-Skin: A Hybrid Convolutional Neural Network–Autoencoder Framework for Precise Detection and Classification of Skin Lesions and Cancer March 21, 2025 Bioengineering - Volume 12(4), Article Number 326
CAD-EYE: An Automated System for Multi-Eye Disease Classification Using Feature Fusion with Deep Learning Models and Fluorescence Imaging for Enhanced Interpretability November 27, 2024 Diagnostics - Volume 14(23), Article Number 2679
An SDN-AI-Based Approach for Detecting Anomalies in Imbalance Data within a Network of Smart Medical Devices November 01, 2024 IEEE Consumer Electronics Magazine - Volume:13, Issue: 6, Page(s):28-36
Enhancing Hyperspectral Image Analysis with Deep Learning: An Innovative Hybrid Approach for Improved Detection and Classification using Deep-Detect October 21, 2024 IEEE Access - Volume 12, Pages 149272-149287
DQQS: Deep Reinforcement Learning-Based Technique for Enhancing Security and Performance in SDN-IoT Environments April 22, 2024 IEEE Access - Volume:12, Page:60568-60587
RDS-DR: An Improved Deep Learning Model for Classifying Severity Levels of Diabetic Retinopathy October 03, 2023 Diagnostics - Volume 13(19), Article Number 3116
FAS-Incept-HR: a fully automated system based on optimized inception model for hypertensive retinopathy classification July 08, 2023 Multimedia Tools and Applications - Pages 1-23
DFF-SC4N: A Deep Federated Defence Framework for Protecting Supply Chain 4.0 Networks March 01, 2023 IEEE Transactions on Industrial Informatics - Volume: 19, Issue: 3, Page(s): 3300-3309
A novel meta-heuristic optimization algorithm based MPPT control technique for PV systems under complex partial shading condition October 01, 2021 Sustainable Energy Technologies and Assessments - Volume 47, Article Number 101367
Correlation between Triadic Closure and Homophily Formed over Location-Based Social Networks February 15, 2021 Scientific Programming - Volume 2021, Article ID 5553566, 10 pages
Inferring Ties in Social IoT using Location-based Networks and Identification of Hidden Suspicious Ties December 01, 2020 Scientific Programming - Volume 2020, Article ID 6667610, 16 pages
Performance Evaluation of Zone-Based Routing with Hierarchical Routing in Wireless Sensor Networks October 13, 2019 Wireless Communications and Mobile Computing - Volume 2019, Article ID 7152858, 10 pages
A Deterministic Construction for Jointly Designed Quasicyclic LDPC Coded-Relay Cooperation September 26, 2019 Wireless Communications and Mobile Computing - Volume 2019, Article ID 5249373, 12 pages
piRDisease v1.0: a manually curated database for piRNA associated diseases July 02, 2019 Database : The Journal of Biological Databases and Curation - Volume 2019, Article Number baz052
A Construction of High Performance Quasicyclic LDPC Codes: A Combinatoric Design Approach February 03, 2019 Wireless Communications and Mobile Computing - Volume 2019, Article ID 7468792, 10 pages
Leaf Image Processing and Detection: Computer-based Aid for Plant Identification and Classification August 20, 2018 PSM Biological Research - Volume 3(3), Pages 132-139
Hybrid Query by Humming and Metadata Search System (HQMS) Analysis over Diverse Features October 14, 2011 International Journal of Advanced Computer Science and Applications (IJACSA) - Volume 2, No. 9, Pages 58-66
Conferences
Investigating the Potential of AI-Driven Data Analytics for eARMS: A Survey-Based Research November 06, 2024 - November 07, 2024 Nauman Ali Khan, Ijaz Bashir, Mudassar Ali Khan, Waqas Wazir, Ikram Ud Din, Suhaidi Hassan, International Conference on Network Applications Protocols and Services (NETAPPS)
Adaptive Generative AI for Elderly-Assisted Living Environments: A Proactive Approach November 06, 2024 - November 07, 2024 Mudassar Ali Khan, Ikram Ud Din, Nauman Ali Khan, Suhaidi Hassan, Ahmad Almogren, 2024 7th International Conference on Internet Applications, Protocols, and Services, NETAPPS 2024
Exploring the Impact of False Location Identification on the Inference of Social Ties in Location-Based Social Networks May 10, 2023 - May 12, 2023 Aqeel Ahmed, Xianghong Lin, Khalil Ur Rahman, Nauman Ali Khan, 2023 7th International Multi-Topic ICT Conference (IMTIC)
Mac and cross-layer design connectivity study under diverse mobility designs March 15, 2023 - March 16, 2023 Azad Khan Baheer, Zhanjun Hao, Nauman Ali Khan, Imran Quershi, Khalil Ur Rahman, Ali Arshad, 2023 International Conference on Communication Technologies (ComTech)
Reduce Emergency Response time using Machine learning Technique March 15, 2023 - March 16, 2023 Alina Lazuko, Xiangquan Gui, Ali Arshad, Nauman Ali Khan, Imran Quershi, 4th International Conference on Communication Technologies, ComTech 2023
Semantic Keywords Extraction from Paper Abstract in the Domain of Educational Big Data to support Topic Clustering May 24, 2022 - May 26, 2022 Ali Arshad, Wanghu Chen, Yang Liu, Nauman Ali Khan, 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2)
An Algebraic Construction of Quasi-Cyclic LDPC Codes Based on the Conjugates of Primitive Elements over Finite Fields October 08, 2018 - October 11, 2018 Muhammad Asif, Wuyang Zhou, Juma Saidi Ally, Nauman Ali Khan, Zain Ul Abiden Akhtar, International Conference on Communication Technology (ICCT)
Open issues on query by humming August 04, 2011 - August 06, 2011 Nauman Ali Khan, Mubashar Mushtaq, Fourth International Conference on the Applications of Digital Information and Web Technologies (ICADIWT 2011)
Hybrid Query by Humming and Metadata Search System (HQMS) December 21, 2010 - December 23, 2010 Nauman Ali Khan, Mudassar Ali Khan, Mubashar Mushtaq, FIT '10: Proceedings of the 8th International Conference on Frontiers of Information TechnologyDecember 2010
Assistant Director IT DHA Peshawar June 15, 2015 - June 15, 2017
Lecturer Comsats University June 15, 2014 - May 30, 2015
Lecturer Karakoram International University June 15, 2012 - May 30, 2014
Lecturer City University June 15, 2011 - May 30, 2012