School of Electrical Engineering & Computer Science
Faculty Muhammad Khuram Shahzad

Muhammad Khuram Shahzad

Associate Professor
  • School of Electrical Engineering and Computer Science
  • 5190852557
Summary

Academic Background
PhD (Computer Engineering) Sung Kyun Kwan University March 02, 2013 - August 25, 2016
Honours and Awards
Publications
Neural Machine Translation Models with Attention-Based Dropout Layer March 31, 2023 Huma Israr, Safdar Abbas Khan, Muhammad Ali Tahir, Muhammad Khuram Shahzad, Muneer Ahmed, Mohamad Zain, Computers, Materials and Continua - Volume 75, Issue 2, Pages 2981-3009
Translytics: A Novel Approach for Runtime Selection of Database Layout Based on User's Context August 10, 2022 Muhammad Makhshif Tanvir, Muhammad Khuram Shahzad, Muhammad Anwar, Su Man Nam, Scientific Programming - Volume 2022, Article ID 4301944, 11 pages
Transfer Learning Auto-Encoder Neural Networks for Anomaly Detection of DDoS Generating IoT Device May 09, 2022 Unsub Shafiq, Muhammad Khuram Shahzad, Muhammad Anwar, Qaisar Shaheen, Muhammad Shiraz, Abdullah Gani, Security and Communication Networks - Volume 2022, Article ID 8221351, 13 pages
MIYOLO: Modification of Improved YOLO-v3 March 14, 2022 Muhammad Nawaz, Mahrukh Khalil, Muhammad Khuram Shahzad, IETE Journal of Research - Pages 1-10
EPFG: Electricity Price Forecasting with Enhanced GANS Neural Network February 01, 2022 Maria Hanif, Muhammad Khuram Shahzad , Vaneeza Mehmood, Inshaal Saleem, IETE Journal of Research - Pages 1-10
Protocol-Based Deep Intrusion Detection for DoS and DDoS Attacks Using UNSW-NB15 and Bot-IoT Data-Sets January 07, 2022 Muhammad Zeeshan, Qaiser Riaz, Muhammad Ahmad Bilal, Muhammad Khuram Shahzad, Hajira Jabeen, Syed Ali Haider, Azizur Rahim, IEEE Access - Volume 10, Pages 2269-2283
A review of phishing attacks and countermeasures for internet of things-based smart business applications in industry 4.0 December 01, 2021 Ashina Sadiq, Muhammad Anwar, Rizwan A. Butt, Farhan Masud, Muhammad Khuram Shahzad , Shahid Naseem, Muhammad Younas, Human Behavior and Emerging Technologies - Volume 3, Issue 5, Pages 854-864
Encrypted Network Traffic Analysis of Secure Instant Messaging Application: A Case Study of Signal Messenger App August 24, 2021 Asmara Afzal, Mehdi Hussain, Shahzad Saleem, M. Khuram Shahzad, Anthony T.S.HO, Ki-Hyun Jung, Applied Sciences - Volume 11, Issue 17, Article Number 7789
GAFOR: Genetic Algorithm Based Fuzzy Optimized Re-Clustering in Wireless Sensor Networks December 28, 2020 Muhammad Khuram Shahzad, S. M. Riazul Islam, Mahmud Hossain, Mohammad Abdullah-Al-Wadud, Atif Alamri, Mehdi Hussain, Mathematics - Volume 9(1), Article Number 43
Secure and Blockchain-Based Emergency Driven Message Protocol for 5G Enabled Vehicular Edge Computing December 25, 2019 Lewis Nkenyereye, Bayu Adhi Tama, Muhammad Khurram Shahzad, Yoon-Ho Choi, Sensors - Volm 20(1), Article Number 154
AEF: Adaptive En-Route Filtering to Extend Network Lifetime in Wireless Sensor Networks September 19, 2019 Muhammad K Shahzad, S. M. Riazul Islam, Kyung-Sup Kwak, Lewis Nkenyereye, Sensors - Volume 19, Issue 18
PKSM: Pre-key Distribution and Sink Mobility in Commutative Cipher Based En-route Filtering to Extend the Network Lifetime in WSNs September 01, 2018 M Khuram Shahzad, Tae Ho Cho, Ad Hoc & Sensor Wireless Networks - Volume: 42, Issue: 1-2, Pages: 19-33
LNDIR: A Light-Weight Non-Increasing Delivery-Latency Interval-Based Routing for Duty-Cycled Sensor Networks April 16, 2018 Muhammad Khuram Shahzad, Dang Tu Nguyen, V. Zalyubovskiy, H. Choo, International Journal of Distributed Sensor Networks - Volume 14, Issue 4, Pages 1-16
A Network Density-adaptive Improved CCEF Scheme for Enhanced Network Lifetime, Energy efficiency, and Filtering in WSNs April 24, 2017 M Khuram Shahzad, Tae Ho Cho, Ad-Hoc and Sensor Wireless Networks - Volume: 35, Issue: 1-2, Pages: 129-149
Smart Distribution Networks: A Review of Modern Distribution Concepts from a Planning Perspective April 07, 2017 Syed Ali Abbas Kazmi, Muhammad Khuram Shahzad, Akif Zia Khan, Dong Ryeol Shin, Energies - Volume 10, Issue 4, Article Number 501
Voltage Stability Index for Distribution Network connected in Loop Configuration March 31, 2017 Syed Ali Abbas Kazmi, Muhammad Khuram Shahzaad, Dong Ryeol Shin, IETE Journal of Research - Volume: 63 Issue: 2 Pages: 281-293
Multi-Objective Planning Techniques in Distribution Networks: A Composite Review February 12, 2017 Ali Abbas Kazmi, Muhammad K. Shahzad, Dong Ryeol Shin, Energies - Volume 10, Issue 2, Article Number 208
An Energy-aware Routing and Filtering node (ERF) selection in CCEF to extend Network lifetime in WSNs February 08, 2017 M Khuram Shahzad, Tae Ho Cho, IETE Journal of Research - Volume: 63, Issue: 3, Pages: 368-380
Witness-Header and Next-Node Selection to Extend Network Lifetime in Energy-Efficient Clone-Node Detection in WSNs October 03, 2016 M Khuram Shahzad, Quang-Ngoc Phung, I.J. Information Technology and Computer Science - Volume 8, Issue 10, Pages 22-28
ERCA: Energy-aware Routing and re-Clustering Algorithm for CCEF to extend Network Lifetime in WSNs January 31, 2016 M Khuram Shahzad, Jae Kwan Lee, Tae Ho Cho, Advanced Computational Intelligence: An International Journal - Volume 3, Issue 1, Pages 11-24
Sink mobility for commutative cipher based en-route filtering to prolong the network lifetime in wireless sensor networks December 16, 2015 M Khuram Shahzad, Tae Ho Cho, International Journal of Advanced Research - Volume 3, Issue 12, pages 1055-1062.
Extending the Network Lifetime by Pre-deterministic Key Distribution in CCEF in Wireless Sensor Networks November 01, 2015 M Khuram Shahzad, Tae Ho Cho, Wireless Networks - Volume: 21, Issue: 8, Pages: 2799-2809
Modified CCEF for Energy-efficiency and Extended Network Lifetime in WSNs October 01, 2015 Muhammad Khuram Shahzad, Tae Ho Cho, International Journal of Ubicomp (IJU) - Volume 6, No.4, Pages 1-12
An Enhanced Detection and Energy-efficient en-route Filtering (EDEF) Scheme in Wireless Sensor Networks September 01, 2015 Muhammad Khuram Shahzad, Tae Ho Cho, Informatics Engineering: an International Journal (IEIJ) - Volume 3, No.3, Pages 11-26
Points-based Safe Path Planning of Continuum Robots July 30, 2015 Muhammad Khuram Shahzad, Muhammad Sohail Iqbal, Peter Bloodsworth, International Journal of Advanced Robotic Systems, Sage Publications - Volume 12, Article Number 12
Conferences
A Large-Scale Font-Diverse Sindhi Ligature Recognition System December 11, 2023 - December 12, 2023 Zeeshan Ali, Safdar Abbas Khan, M. Khuram Shahzad, H. S. M. Bilal, 2023 International Conference on Frontiers of Information Technology, FIT 2023
A Forensic Framework for Webmail Threat Detection Using Log Analysis October 13, 2022 - October 13, 2022 Abdul Saboor Malik, Muhammad Khuram Shahzad, Mehdi Hussain, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Steel Defect Classification Using Machine Learning January 03, 2022 - January 05, 2022 Syeda Rabia Arshad, Ishwa Obaid, Rameesha Gull , Muhammad Khurram Shahzad, The 16th International Conference on Ubiquitous Information Management and Communication (IMCOM 2022)
Classification of IoT based DDOS Attack using Machine Learning Techniques January 03, 2022 - January 05, 2022 Muhammad Fasih Ashfaq, Maryam Malik, Urooj Fatima, Muhammad Khuram Shahzad, 14th International Conference on Security for Information Technology and Communications (SECITC 2021)
Hybrid ResNet: A Shallow Deep Learning Architecture for Moderate Datasets October 22, 2021 - October 20, 2021 Ghulam Murtaza, Obaid-ur-Rehman, Obaid-ur-Rehman, Muhammad K. Shahzad, S. M. Riazul Islam, Mahmud Hossain, Kyung-Sup Kwak, 2021 International Conference on Information and Communication Technology Convergence (ICTC)
BPTE: Bitcoin Price Prediction and Trend Examination using Twitter Sentiment Analysis October 20, 2021 - October 22, 2021 Muhammad K. Shahzad, Laiba Bukhari, Tayyeba Muhammad Khan, S. M. Riazul Is, Mahmud Hossain, Kyung-Sup Kwak, International Conference on Information and Communication Technology Convergence, ICTC 2021
A Fuzzy System based Approach to Extend Network Lifetime for En-Route Filtering Schemes in WSNs February 23, 2019 - February 25, 2019 M Khuram Shahzad, Lewis Nkenyereye, S.M. Riazul Islam, 2019 11th International Conference on Computer and Automation Engineering
Modeling Optimum ETSP Protocol for WSN December 23, 2008 - December 24, 2008 Muhammad Khuram Shahzad, IEEE International Multitopic Conference
Complexity Reduction of Markov Channel Models for Wireless Networks using Graph Theory November 16, 2008 - November 19, 2008 Hassaan Khaliq Qureshi, Khurram Shahzad, Syed Ali Khayam, Muttukrishnan Rajarajan, Veselin Rakocevic, Military Communication
SRVF: An Energy-Efficient Link Layer Protocol for Reliable Transmission over Wireless Sensor Networks May 19, 2008 - May 23, 2008 Adnan Iqbal, Muhammad Khuram Shahzad, Syed Ali Khayam, IEEE International Conference on Communications
ETSP: An Energy-efficient Time Synchronization Protocol on Wireless Sensor Networks March 25, 2008 - February 28, 2008 Muhammad Khuram Shahzad, Arshad Ali, Nasiruddin Gohar, IEEE 22nd International Conference on Advanced Information Networking and Applications
Associate Professor NUST University November 11, 2022 - October 06, 2023
Assistant Professor NUST University January 14, 2019 - November 10, 2022
Assistant Professor Keimyung University September 01, 2017 - July 05, 2018
Post doctorate Sungkyunkwan University September 01, 2016 - January 01, 2017
Lab Supervisor NUST University January 01, 2008 - October 31, 2008
Research Assistant NUST University (NIIT) September 28, 2006 - December 31, 2007