Muhammad Khuram Shahzad
Associate Professor
- School of Electrical Engineering and Computer Science
- 5190852557
- M Khuram Shahzad
Summary
Dr. Muhammad Khuram Shahzad, Received a PhD in Computer Engineering with Specialization in AI in 2016. He has 6+ years of Teaching and Research experience along with Administrative service. I am working at NUST as an associate professor with prior experience as an assistant professor and postdoc from South Korea. In the corporate sector consulting as an AI Trainer. Comes with 10+ years of certifications and courses and 40+ publications in sensor networks, AI, and data science.
Academic Background
PhD
(Computer Engineering) Sung Kyun Kwan University
March 02, 2013 - August 25, 2016
Honours and Awards
Publications
Improved Urdu-English Neural Machine Translation with a fully Convolutional Neural Network Encoder
August 31, 2024
International Journal of Mathematics and Mathematical Sciences - Volume 9, No. 5, Pages 1067-1088
Deep Learning Based Fabric Defect Detection
March 20, 2024
Research Reports on Computer Science - Volume 3, Issue 1, Pages 1-11
Neural Machine Translation Models with Attention-Based Dropout Layer
March 31, 2023
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
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
Security and Communication Networks - Volume 2022, Article ID 8221351, 13 pages
MIYOLO: Modification of Improved YOLO-v3
March 14, 2022
IETE Journal of Research - Pages 1-10
EPFG: Electricity Price Forecasting with Enhanced GANS Neural Network
February 01, 2022
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
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
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
Applied Sciences - Volume 11, Issue 17, Article Number 7789
GAFOR: Genetic Algorithm Based Fuzzy Optimized Re-Clustering in Wireless Sensor Networks
December 28, 2020
Mathematics - Volume 9(1), Article Number 43
Secure and Blockchain-Based Emergency Driven Message Protocol for 5G Enabled Vehicular Edge Computing
December 25, 2019
Sensors - Volm 20(1), Article Number 154
AEF: Adaptive En-Route Filtering to Extend Network Lifetime in Wireless Sensor Networks
September 19, 2019
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
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
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
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
Energies - Volume 10, Issue 4, Article Number 501
Voltage Stability Index for Distribution Network connected in Loop Configuration
March 31, 2017
IETE Journal of Research - Volume: 63 Issue: 2 Pages: 281-293
Multi-Objective Planning Techniques in Distribution Networks: A Composite Review
February 12, 2017
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
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
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
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
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
Wireless Networks - Volume: 21, Issue: 8, Pages: 2799-2809
Modified CCEF for Energy-efficiency and Extended Network Lifetime in WSNs
October 01, 2015
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
Informatics Engineering: an International Journal (IEIJ) - Volume 3, No.3, Pages 11-26
Points-based Safe Path Planning of Continuum Robots
July 30, 2015
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)
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)
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)
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