Muhammad Khuram Shahzad

Associate Professor
School of Electrical Engineering and Computer Science
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About

Dr. Muhammad Khuram Shahzad is working as Associate Professor in the School of Electrical Engineering and Computer Science. Dr. Muhammad Khuram Shahzad has a PhD in Computer Engineering . Dr. Muhammad Khuram Shahzad has published 40 research articles & conference papers having a citation count of 559 , carried out 0 projects and filed 2 intellectual property.

Research Tags

Artificial Intelligence Data Science Graph Thory Optimization Wireless Sensor Network Machine Learning

Research Projects

0

Industry Projects

0

Amount Granted

0.0 M

Publications

40

Citations

559

Intellectual Property

2
Publication Types
Project Types
Publications by Year
Projects by Year

Research Collaborators

Collaborator Image

Syed Ali Abbas Kazmi

US-Pakistan Center for Advanced Studies in Energy
3 Collaborations
Collaborator Image

Safdar Abbas Khan

School of Electrical Engineering and Computer Science
2 Collaborations
Collaborator Image

Muhammad Ali Tahir

School of Electrical Engineering and Computer Science
2 Collaborations
Collaborator Image

Mehdi Hussain

School of Electrical Engineering and Computer Science
2 Collaborations
Collaborator Image

Hafiz Syed Muhammad Bilal Ali

School of Electrical Engineering and Computer Science
1 Collaboration
Collaborator Image

Muhammad Zeeshan

School of Electrical Engineering and Computer Science
1 Collaboration
Collaborator Image

Qaiser Riaz

School of Electrical Engineering and Computer Science
1 Collaboration
Collaborator Image

Azizur Rahim

School of Electrical Engineering and Computer Science
1 Collaboration
DR

Dr Akif Zia Khan

US-Pakistan Center for Advanced Studies in Energy
1 Collaboration
Collaborator Image

Muneer Ahmed

School of Electrical Engineering and Computer Science
1 Collaboration
Collaborator Image

Muhammad Sohail Iqbal

School of Electrical Engineering and Computer Science
1 Collaboration

Education

PhD Computer Engineering 2013- 2016
Sung Kyun Kwan University , Korea
MS Information Technology 2004- 2007
NUST, Islamabad , Pakistan
BS Information Technology 1999- 2004
University of Lahore , Pakistan

Experience

Associate Professor 2022- Present
School of Electrical Engineering and Computer Science , NUST
Assistant Professor 2019- 2022
School of Electrical Engineering and Computer Science , NUST
Associate Professor 2022- 2023
NUST University , H-12, Islamabad ,
Assistant Professor 2019- 2022
NUST University , H-12 Islamabad ,
Assistant Professor 2017- 2018
Keimyung University , Daegu, S. Korea ,
Post doctorate 2016- 2017
Sungkyunkwan University , Suwon, South Korea ,
Lab Supervisor 2008- 2008
NUST University , H-12 Islamabad ,
Research Assistant 2006- 2007
NUST University (NIIT) , H-12 Islamabad ,

Awards

Memberships

No project records found for this faculty member
29
Research Articles
11
Conference Proceedings
0
Books
0
Book Chapters
23
Editorial Activities
A novel regularization approach for loss functions to reduce instance imbalance in biomedical image segmentation 2025
MU
Muhammad Aqib Javed
Muhammad Khuram Shahzad
Hafiz Syed Muhammad Bilal Ali
Journal: Computational Biology and Chemistry, Volume:119, Article Number 108555
Impact Factor: 3.100 Citations: 0 Quartile: 1
SDG 3
Knowledge-Grounded Attention-Based Neural Machine Translation Model 2025
HU
Huma Israr
Safdar Abbas Khan
Muhammad Khuram Shahzad
MU
Muneer Ahmad (University of Roehampton)
JA
Jasni Mohamad Zain (Universiti Teknologi MARA)
Muhammad Ali Tahir
Journal: Applied Computational Intelligence and Soft Computing, Volume:2025, Issue:1, Article ID 6234949, 21 pages
Impact Factor: 2.900 Citations: 0 Quartile: 2
SDG 4 SDG 9 SDG 10
Voltage Stability Index for Distribution Network connected in Loop Configuration 2017
Syed Ali Abbas Kazmi
Muhammad Khuram Shahzad
DO
Dong Ryeol Shin (Sungkyunkwan University)
Journal: IETE Journal of Research, Volume: 63 Issue: 2 Pages: 281-293
Impact Factor: 0.829 Citations: 29 Quartile: 4
An Energy-aware Routing and Filtering node (ERF) selection in CCEF to extend Network lifetime in WSNs 2017
Muhammad Khuram Shahzad
TA
Tae Ho Cho (Sungkyunkwan University)
Journal: IETE Journal of Research, Volume: 63, Issue: 3, Pages: 368-380
Impact Factor: 0.829 Citations: 21 Quartile: 4
A Network Density-adaptive Improved CCEF Scheme for Enhanced Network Lifetime, Energy efficiency, and Filtering in WSNs 2017
Muhammad Khuram Shahzad
TA
Tae Ho Cho (Sungkyunkwan University)
Journal: Ad-Hoc and Sensor Wireless Networks, Volume: 35, Issue: 1-2, Pages: 129-149
Impact Factor: 0.753 Citations: 0 Quartile: 4
Encrypted Network Traffic Analysis of Secure Instant Messaging Application: A Case Study of Signal Messenger App 2021
Mehdi Hussain
AS
Asmara Afzal (-)
SH
Shahzad Saleem (-)
Muhammad Khuram Shahzad
AN
Anthony T.S.HO (University of Surrey)
KI
Ki-Hyun Jung (Kyungil University)
Journal: Applied Sciences, Volume 11, Issue 17, Article Number 7789
Impact Factor: 2.838 Citations: 19 Quartile: 2
Translytics: A Novel Approach for Runtime Selection of Database Layout Based on User's Context 2022
MU
Muhammad Makhshif Tanvir
Muhammad Khuram Shahzad
MU
Muhammad Anwar (University of Education)
SU
Su Man Nam ( Dudu Information Technologies Inc.)
Journal: Scientific Programming, Volume 2022, Article ID 4301944, 11 pages
Impact Factor: 1.672 Citations: 0 Quartile: 3
SDG 11
Multi-Objective Planning Techniques in Distribution Networks: A Composite Review 2017
Syed Ali Abbas Kazmi
Muhammad Khuram Shahzad
DO
Dong Ryeol Shin (Sungkyunkwan University)
Journal: Energies, Volume 10, Issue 2, Article Number 208
Impact Factor: 2.676 Citations: 43 Quartile: 2
Protocol-Based Deep Intrusion Detection for DoS and DDoS Attacks Using UNSW-NB15 and Bot-IoT Data-Sets 2022
Muhammad Zeeshan
Qaiser Riaz
MU
Muhammad Ahmad Bilal
Muhammad Khuram Shahzad
HA
Hajira Jabeen (University of Cologne)
SY
Syed Ali Haider (State University of New York at Fredonia)
Azizur Rahim
Journal: IEEE Access, Volume 10, Pages 2269-2283
Impact Factor: 3.367 Citations: 145 Quartile: 2
SDG 3 SDG 9 SDG 11
A review of phishing attacks and countermeasures for internet of things-based smart business applications in industry 4.0 2021
AS
Ashina Sadiq (Lahore Leads University)
MU
Muhammad Anwar (NFC Institute of Engineering and Fertilizer Research)
RI
Rizwan A. Butt (NED University of Engineering and Technology)
FA
Farhan Masud (University of Veterinary and Animal Sciences)
Muhammad Khuram Shahzad
SH
Shahid Naseem (University of Education)
MU
Muhammad Younas (GC University Faisalabad)
Journal: Human Behavior and Emerging Technologies, Volume 3, Issue 5, Pages 854-864
Impact Factor: N/A Citations: 50 Quartile: N/A
Smart Distribution Networks: A Review of Modern Distribution Concepts from a Planning Perspective 2017
Syed Ali Abbas Kazmi
Muhammad Khuram Shahzad
DR
Dr Akif Zia Khan
DO
Dong Ryeol Shin ( Sungkyunkwan University (SKKU))
Journal: Energies, Volume 10, Issue 4, Article Number 501
Impact Factor: 2.676 Citations: 86 Quartile: 2
Modified CCEF for Energy-efficiency and Extended Network Lifetime in WSNs 2015
Muhammad Khuram Shahzad
TA
Tae Ho Cho (Sungkyunkwan University)
Journal: International Journal of Ubicomp (IJU), Volume 6, No.4, Pages 1-12
Impact Factor: N/A Citations: 0 Quartile: N/A
SDG 3
EPFG: Electricity Price Forecasting with Enhanced GANS Neural Network 2022
MA
Maria Hanif
Muhammad Khuram Shahzad
VA
Vaneeza Mehmood
IN
Inshaal Saleem
Journal: IETE Journal of Research, Pages 1-10
Impact Factor: 2.333 Citations: 7 Quartile: 3
An Enhanced Detection and Energy-efficient en-route Filtering (EDEF) Scheme in Wireless Sensor Networks 2015
Muhammad Khuram Shahzad
TA
Tae Ho Cho (Sungkyunkwan University)
Journal: Informatics Engineering: an International Journal (IEIJ), Volume 3, No.3, Pages 11-26
Impact Factor: N/A Citations: 0 Quartile: N/A
SDG 2
Neural Machine Translation Models with Attention-Based Dropout Layer 2023
HU
Huma Israr
Safdar Abbas Khan
Muhammad Ali Tahir
Muhammad Khuram Shahzad
Muneer Ahmed
MO
Mohamad Zain (Universiti Teknologi MARA)
Journal: Computers, Materials and Continua, Volume 75, Issue 2, Pages 2981-3009
Impact Factor: 3.860 Citations: 13 Quartile: 2
SDG 4
GAFOR: Genetic Algorithm Based Fuzzy Optimized Re-Clustering in Wireless Sensor Networks 2020
Muhammad Khuram Shahzad
S.
S. M. Riazul Islam (Sejong University)
MA
Mahmud Hossain (University of Alabama at Birmingham)
MO
Mohammad Abdullah-Al-Wadud (King Saud University)
AT
Atif Alamri (King Saud University)
Mehdi Hussain
Journal: Mathematics, Volume 9(1), Article Number 43
Impact Factor: 2.258 Citations: 22 Quartile: 1
Secure and Blockchain-Based Emergency Driven Message Protocol for 5G Enabled Vehicular Edge Computing 2019
LE
Lewis Nkenyereye (Sejong University)
BA
Bayu Adhi Tama (Pohang University of Science and Technology)
Muhammad Khuram Shahzad
YO
Yoon-Ho Choi (Pusan National University)
Journal: Sensors, Volm 20(1), Article Number 154
Impact Factor: 3.275 Citations: 49 Quartile: 1
Deep Learning Based Fabric Defect Detection 2024
SY
Syeda Rabia Arshad
Muhammad Khuram Shahzad
Journal: Research Reports on Computer Science, Volume 3, Issue 1, Pages 1-11
Impact Factor: N/A Citations: 0 Quartile: N/A
SDG 1
Improved Urdu-English Neural Machine Translation with a fully Convolutional Neural Network Encoder 2024
HU
Huma Israr
Muhammad Khuram Shahzad
SH
Shahid Anwar (National Skills University)
Journal: International Journal of Mathematics and Mathematical Sciences, Volume 9, No. 5, Pages 1067-1088
Impact Factor: 1.300 Citations: 2 Quartile: 2
SDG 1
LNDIR: A Light-Weight Non-Increasing Delivery-Latency Interval-Based Routing for Duty-Cycled Sensor Networks 2018
Muhammad Khuram Shahzad
DA
Dang Tu Nguyen (University of California)
V.
V. Zalyubovskiy (Sungkyunkwan University)
H.
H. Choo (Sungkyunkwan University)
Journal: International Journal of Distributed Sensor Networks, Volume 14, Issue 4, Pages 1-16
Impact Factor: 1.614 Citations: 8 Quartile: 3
PKSM: Pre-key Distribution and Sink Mobility in Commutative Cipher Based En-route Filtering to Extend the Network Lifetime in WSNs 2018
Muhammad Khuram Shahzad
TA
Tae Ho Cho (Sungkyunkwan University)
Journal: Ad Hoc & Sensor Wireless Networks, Volume: 42, Issue: 1-2, Pages: 19-33
Impact Factor: 0.948 Citations: 0 Quartile: 4
Witness-Header and Next-Node Selection to Extend Network Lifetime in Energy-Efficient Clone-Node Detection in WSNs 2016
Muhammad Khuram Shahzad
QU
Quang-Ngoc Phung (Sungkyunkwan University)
Journal: I.J. Information Technology and Computer Science, Volume 8, Issue 10, Pages 22-28
Impact Factor: 0 Citations: 0 Quartile: N/A
ERCA: Energy-aware Routing and re-Clustering Algorithm for CCEF to extend Network Lifetime in WSNs 2016
Muhammad Khuram Shahzad
JA
Jae Kwan Lee (Sungkyunkwan University)
TA
Tae Ho Cho (Sungkyunkwan University)
Journal: Advanced Computational Intelligence: An International Journal, Volume 3, Issue 1, Pages 11-24
Impact Factor: 0 Citations: 0 Quartile: N/A
Sink mobility for commutative cipher based en-route filtering to prolong the network lifetime in wireless sensor networks 2015
Muhammad Khuram Shahzad
TA
Tae Ho Cho (Sungkyunkwan University)
Journal: International Journal of Advanced Research, Volume 3, Issue 12, pages 1055-1062.
Impact Factor: 0 Citations: 0 Quartile: N/A
Extending the Network Lifetime by Pre-deterministic Key Distribution in CCEF in Wireless Sensor Networks 2015
Muhammad Khuram Shahzad
TA
Tae Ho Cho (Sungkyunkwan University)
Journal: Wireless Networks, Volume: 21, Issue: 8, Pages: 2799-2809
Impact Factor: 1.006 Citations: 9 Quartile: 3
Points-based Safe Path Planning of Continuum Robots 2015
Muhammad Khuram Shahzad
Muhammad Sohail Iqbal
PE
Peter Bloodsworth (-)
Journal: International Journal of Advanced Robotic Systems, Sage Publications, Volume 12, Article Number 12
Impact Factor: 0.615 Citations: 17 Quartile: 4
Transfer Learning Auto-Encoder Neural Networks for Anomaly Detection of DDoS Generating IoT Device 2022
UN
Unsub Shafiq
Muhammad Khuram Shahzad
MU
Muhammad Anwar (University of Education)
QA
Qaisar Shaheen (Islamia University of Bahawalpur)
MU
Muhammad Shiraz (Federal Urdu University of Arts, Science and Technology)
AB
Abdullah Gani (University Malaysia Sabah)
Journal: Security and Communication Networks, Volume 2022, Article ID 8221351, 13 pages
Impact Factor: N/A Citations: 22 Quartile: N/A
SDG 4
MIYOLO: Modification of Improved YOLO-v3 2022
MU
Muhammad Nawaz
MA
Mahrukh Khalil
Muhammad Khuram Shahzad
Journal: IETE Journal of Research, Pages 1-10
Impact Factor: 2.333 Citations: 3 Quartile: 3
SDG 9
AEF: Adaptive En-Route Filtering to Extend Network Lifetime in Wireless Sensor Networks 2019
S.
S. M. Riazul Islam ( Sejong University)
KY
Kyung-Sup Kwak (Inha University)
L
Lewis Nkenyereye ( Sejong University)
Muhammad Khuram Shahzad
Journal: Sensors, Volume 19, Issue 18
Impact Factor: 3.275 Citations: 14 Quartile: 1
A Large-Scale Font-Diverse Sindhi Ligature Recognition System
ZE
Zeeshan Ali
Safdar Abbas Khan
Muhammad Khuram Shahzad
Hafiz Syed Muhammad Bilal Ali
Conference: 2023 International Conference on Frontiers of Information Technology, FIT 2023
Citations: N/A
A Forensic Framework for Webmail Threat Detection Using Log Analysis
AB
Abdul Saboor Malik
Muhammad Khuram Shahzad
Mehdi Hussain
Conference: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Citations: N/A
Classification of IoT based DDOS Attack using Machine Learning Techniques
MU
Muhammad Fasih Ashfaq
MA
Maryam Malik
UR
Urooj Fatima
Muhammad Khuram Shahzad
Conference: 14th International Conference on Security for Information Technology and Communications (SECITC 2021)
Citations: N/A
Steel Defect Classification Using Machine Learning
SY
Syeda Rabia Arshad
IS
Ishwa Obaid
RA
Rameesha Gull
Muhammad Khuram Shahzad
Conference: The 16th International Conference on Ubiquitous Information Management and Communication (IMCOM 2022)
Citations: N/A
BPTE: Bitcoin Price Prediction and Trend Examination using Twitter Sentiment Analysis
Muhammad Khuram Shahzad
LA
Laiba Bukhari
TA
Tayyeba Muhammad Khan
S.
S. M. Riazul Is (Sejong University)
MA
Mahmud Hossain (University of Alabama at Birmingham)
KY
Kyung-Sup Kwak (Inha University)
Conference: International Conference on Information and Communication Technology Convergence, ICTC 2021
Citations: N/A
Hybrid ResNet: A Shallow Deep Learning Architecture for Moderate Datasets
GH
Ghulam Murtaza
Muhammad Khuram Shahzad
OB
Obaid-ur-Rehman
Muhammad Khuram Shahzad
S.
S. M. Riazul Islam (Sejong University)
MA
Mahmud Hossain (University of Alabama at Birmingham)
KY
Kyung-Sup Kwak (Inha University)
Conference: 2021 International Conference on Information and Communication Technology Convergence (ICTC)
Citations: N/A
Modeling Optimum ETSP Protocol for WSN
Muhammad Khuram Shahzad
Conference: IEEE International Multitopic Conference
Citations: N/A
Complexity Reduction of Markov Channel Models for Wireless Networks using Graph Theory
Hassaan Khaliq Qureshi
Muhammad Khuram Shahzad
SY
Syed Ali Khayam
MU
Muttukrishnan Rajarajan (City University)
VE
Veselin Rakocevic (City University)
Conference: Military Communication
Citations: N/A
SRVF: An Energy-Efficient Link Layer Protocol for Reliable Transmission over Wireless Sensor Networks
AD
Adnan Iqbal
Muhammad Khuram Shahzad
SY
Syed Ali Khayam
Conference: IEEE International Conference on Communications
Citations: N/A
ETSP: An Energy-efficient Time Synchronization Protocol on Wireless Sensor Networks
Muhammad Khuram Shahzad
AR
Arshad Ali
NA
Nasiruddin Gohar
Conference: IEEE 22nd International Conference on Advanced Information Networking and Applications
Citations: N/A
A Fuzzy System based Approach to Extend Network Lifetime for En-Route Filtering Schemes in WSNs
Muhammad Khuram Shahzad
LE
Lewis Nkenyereye (Sejong University)
S.
S.M. Riazul Islam (Sejong University)
Conference: 2019 11th International Conference on Computer and Automation Engineering
Citations: N/A
Cluster Computing 2025
Reviewed Papers for Journals
Impact Factor: 4.1
Scientific Reports 2025
Reviewed Papers for Journals
Impact Factor: 3.9
Scientific Reports 2025
Reviewed Papers for Journals
Impact Factor: 3.9
National Monument Designation Transparency and Accountability Act 2025
Reviewed Papers for Journals
Impact Factor: 4.3
Scientific Reports 2025
Reviewed Papers for Journals
Impact Factor: 4.996
Wireless networks 2025
Reviewed Papers for Journals
Impact Factor: 2.1
Cluster Computing 2025
Reviewed Papers for Journals
Impact Factor: 4.1
Scientific Reports 2025
Reviewed Papers for Journals
Impact Factor: 3.8
Cluster Computing 2024
Reviewed Papers for Journals
Impact Factor: 4.1
Cluster Computing 2024
Reviewed Papers for Journals
Impact Factor: 4.1
Wireless Personal Communications 2025
Reviewed Papers for Journals
Impact Factor: 2.2
Journal of Intelligent Systems and Internet of Things 2024
Edited Journal Issue / Proceeding / Book
Impact Factor: N/A
Cluster Computing 2024
Reviewed Papers for Journals
Impact Factor: 3.6
IEEE Access 2024
Reviewed Papers for Journals
Impact Factor: 3.476
IEEE Access 2024
Reviewed Papers for Journals
Impact Factor: 3.9
IEEE Access 2023
Reviewed Papers for Journals
Impact Factor: 3.476
IEEE Access 2023
Reviewed Papers for Journals
Impact Factor: 3.476
IEEE Access 2023
Reviewed Papers for Journals
Impact Factor: 3.476
Wireless Personal Communications 2023
Reviewed Papers for Journals
Impact Factor: 2.2
IEEE Access 2023
Reviewed Papers for Journals
Impact Factor: 3.476
IEEE Access 2023
Reviewed Papers for Journals
Impact Factor: 3.476
IEEE Access 2023
Reviewed Papers for Journals
Impact Factor: 3.476
Journal of Supercomputing 2022
Reviewed Papers for Journals
Impact Factor: 2.557
2
Copyrights
0
Patents
0
Industrial Designs
0
Trademarks
FOND: Fuzzy Optimized fake News Detection using Big Bird and Longformer 2025
SA
Saad Mahmud Mirza ( SEECS )
Muhammad Khuram Shahzad
Syed Imran Ali
Farzana Jabeen
Momina Moetesum
Status: Filed Approval Date: 16-May-2025
A Novel Regularization Approach for Loss Functions to Reduce Instance Imbalance in Biomedical Image Segmentation 2025
Muhammad Khuram Shahzad
Hafiz Syed Muhammad Bilal Ali
MU
Muhammad Aqib Javed ( SEECS )
Status: Filed Approval Date: 13-Feb-2025
No training records found for this faculty member
0
Total Supervisions
0
PhD Supervisions
0
MS Supervisions

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