Military College of Signals
Faculty Hasnat Khurshid

Hasnat Khurshid

HoD Research
Summary

Dr Hasnat Khurshid completed his PhD Electrical Engineering in 2015. He has a versatile experience of 15 years in industry and academia. His prime area of expertise is intelligence extraction from multidimensional data using feature extraction and machine learning techniques. His skill-set includes a vast variety of mathematical, algorithmic and software tools for research, development and numerous industrial applications.

Academic Background
PhD (Image Processing) NUST, Islamabad September 10, 2012 - February 06, 2016
Honours and Awards
Gold Medalist
Publications
Clustering framework based on random convolutional kernels for segmentation of time-series satellite imagery April 28, 2026 International Journal of Data Science and Analytics - Volume:22, Issue:1, Article Number 152
Ensemble based Time Series Clustering Framework for Field Boundary Delineation using Satellite Imagery September 11, 2025 Signal, Image and Video Processing - Volume:19, Issue:13, Article Number 1095
IoTBoT-IDS: A novel statistical learning-enabled botnet detection framework for protecting networks of smart cities September 01, 2021 Sustainable Cities and Society - Volume 72, Article Number 103041
Novel Deep Learning-Enabled LSTM Autoencoder Architecture for Discovering Anomalous Events From Intelligent Transportation Systems July 01, 2021 IEEE Transactions on Intelligent Transportation Systems - Volume 22, No. 7, Pages 4507-4518
ROCA: Auto-resolving overlapping and conflicts in Access Control List policies for Software Defined Networking April 13, 2021 International Journal of Communication Systems - Pages 1-25, Article Number e4815
A Review of Intrusion Detection Systems Using Machine and Deep Learning in Internet of Things: Challenges, Solutions and Future Directions July 20, 2020 Electronics - Volume 9(7), Article Number 1177
Fusion of multi-focus images with registration inaccuracies March 01, 2017 Signal, Image and Video Processing - Volume 11, Issue 3, Pages 463-470
Classification of remotely sensed images using decimal coded morphological profiles September 01, 2016 Signal, Image and Video Processing - Volume 10, Issue 6, Pages 1001-1007
Conferences
Faculty Member MCS, NUST December 04, 2015 - October 03, 2022
PGS NUST September 08, 2010 - December 03, 2015
Communications Officer Strategic Plans Division July 08, 2009 - September 07, 2010
Communications Officer Federal Government August 21, 2002 - July 07, 2009