Muhammad Shafiq

65 papers B 1Journal 55Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Building Privacy-Preserving Medical Text Models With a Pretrained Transformer.
IEEE Internet Things J.
Muhammad Shafiq, Lijing Ren, Gautam Srivastava, Denghui Zhang, Sami Bourouis, Thippa Reddy Gadekallu
2025 J jnl
EPVCNet: Enhancing privacy and security for image authentication in computing-sensitive 6G environment.
Digit. Commun. Networks
Muhammad Shafiq, Lijing Ren, Denghui Zhang, Thippa Reddy Gadekallu, Mohammad Mahtab Alam
2025 J jnl
GRIOT-FENCE: Multi-View Adaptive Intrusion Detection for Trustworthy Consumer IoT Cyber Threat Analysis.
IEEE Trans. Consumer Electron.
Muhammad Shafiq, Penghui Li, Lihua Yin, Nada Alasbali, Mohammad Mahtab Alam
2025 J jnl
RED-Scenario: A Resource-Efficient Deployment Framework for Scenarios through Dependency Package Management.
IEEE Commun. Mag.
Chenhui Zhang, Liyi Zeng, Junyi Zhu, Le Wang, Muhammad Shafiq, Xiaojiang Du
2024 J jnl
CoopGBFS: A Federated Learning and Game-Theoretic-Based Approach for Personalized Security, Recommendation in 5G Beyond IoT Environments for Consumer Electronics.
IEEE Trans. Consumer Electron.
Muhammad Shafiq, Rahul Yadav, Abdul Rehman Javed, Syed Agha Hassnain Mohsan
2024 J jnl
DNN Inference Acceleration for Smart Devices in Industry 5.0 by Decentralized Deep Reinforcement Learning.
IEEE Trans. Consumer Electron.
Chongwu Dong, Muhammad Shafiq, Maryam M. Al Dabel, Yanbin Sun, Zhihong Tian
2024 J jnl
ESC&RAO: Enabling Seamless Connectivity Resource Allocation in Tactile IoT for Consumer Electronics.
IEEE Trans. Consumer Electron.
Muhammad Shafiq, Zhihong Tian, Yuan Liu, Ahamed Aljuhani, Yang Li
2024 J jnl
Multi-Resolution Wavelet Fractal Analysis and Subtask Training for Enhancing Few-Shot Noisy Brainwave Recognition.
IEEE J. Biomed. Health Informatics
Denghui Zhang, Muhammad Shafiq, Keke Tang, Usman Naseem
2024 J jnl
Optimizing Mobility-Aware Task Offloading in Smart Healthcare for Internet of Medical Things Through Multiagent Reinforcement Learning.
IEEE Internet Things J.
Chongwu Dong, Yanbin Sun, Muhammad Shafiq, Ning Hu, Yuan Liu, Zhihong Tian
2024 J jnl
STBCIoT: Securing the Transmission of Biometric Images in Customer IoT.
IEEE Internet Things J.
Denghui Zhang, Muhammad Shafiq, Gautam Srivastava, Thippa Reddy Gadekallu, Le Wang, Zhaoquan Gu
2023 J jnl
An interpretability security framework for intelligent decision support systems based on saliency map.
Int. J. Inf. Sec.
Denghui Zhang, Zhaoquan Gu, Lijing Ren, Muhammad Shafiq
2023 J jnl
Diverse classifiers with label dependencies for long-tail relation extraction in big data.
Comput. Electr. Eng.
Jing Qiu, Yang Lin, Hao Chen, Du Cheng, Muhammad Shafiq, Lejun Zhang, Zhihong Tian
2023 J jnl
E2EGI: End-to-End Gradient Inversion in Federated Learning.
IEEE J. Biomed. Health Informatics
Zhaohua Li, Le Wang, Guangyao Chen, Zhiqiang Zhang, Muhammad Shafiq, Zhaoquan Gu
2023 J jnl
Efficient distributed broadcasting algorithms for cognitive radio networks-enabled smart agriculture.
Comput. Electr. Eng.
Zhaoquan Gu, Huan Zhang, Le Wang, Muhammad Shafiq, Kai Jin
2023 J jnl
Extracting Novel Attack Strategies for Industrial Cyber-Physical Systems Based on Cyber Range.
IEEE Syst. J.
Songxuan Wei, Yan Jia, Zhaoquan Gu, Muhammad Shafiq, Le Wang
2023 J jnl
FLPK-BiSeNet: Federated Learning Based on Priori Knowledge and Bilateral Segmentation Network for Image Edge Extraction.
IEEE Trans. Netw. Serv. Manag.
Lin Teng, Yulong Qiao, Muhammad Shafiq, Gautam Srivastava, Abdul Rehman Javed, Thippa Reddy Gadekallu, Shoulin Yin
2023 J jnl
G2Grad-CAMRL: An Object Detection and Interpretation Model Based on Gradient-Weighted Class Activation Mapping and Reinforcement Learning in Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shoulin Yin, Liguo Wang, Muhammad Shafiq, Lin Teng, Asif Ali Laghari, Muhammad Faizan Khan
2023 J jnl
HyproBert: A Fake News Detection Model Based on Deep Hypercontext.
Symmetry
Muhammad Imran Nadeem, Syed Agha Hassnain Mohsan, Kanwal Ahmed, Dun Li, Zhiyun Zheng, Muhammad Shafiq, Faten Khalid Karim, Samih Mohemmed Mostafa
2023 J jnl
NOMA-Based VLC Systems: A Comprehensive Review.
Sensors
Syed Agha Hassnain Mohsan, Muhammad Sadiq, Yanlong Li, Alexey V. Shvetsov, Svetlana V. Shvetsova, Muhammad Shafiq
2023 J jnl
Privacy-preserving remote sensing images recognition based on limited visual cryptography.
CAAI Trans. Intell. Technol.
Denghui Zhang, Muhammad Shafiq, Liguo Wang, Gautam Srivastava, Shoulin Yin
2023 J jnl
Rust-Style Patch: A Physical and Naturalistic Camouflage Attacks on Object Detector for Remote Sensing Images.
Remote. Sens.
Binyue Deng, Denghui Zhang, Fashan Dong, Junjian Zhang, Muhammad Shafiq, Zhaoquan Gu
2022 J jnl
A Lightweight Privacy-Preserving System for the Security of Remote Sensing Images on IoT.
Remote. Sens.
Denghui Zhang, Lijing Ren, Muhammad Shafiq, Zhaoquan Gu
2022 J jnl
A New V-Net Convolutional Neural Network Based on Four-Dimensional Hyperchaotic System for Medical Image Encryption.
Secur. Commun. Networks
Xiaowei Wang, Shoulin Yin, Muhammad Shafiq, Asif Ali Laghari, Shahid Karim, Omar Cheikhrouhou, Wajdi Alhakami, Habib Hamam
2022 J jnl
IMG-forensics: Multimedia-enabled information hiding investigation using convolutional neural network.
IET Image Process.
Abdullah Ayub Khan, Aftab Ahmed Shaikh, Omar Cheikhrouhou, Asif Ali Laghari, Mamoon Rashid, Muhammad Shafiq, Habib Hamam
2022 J jnl
Large-Capacity Local Multi-Dimensional Information Hiding Method for 6G Networks.
IEEE Netw.
Mianjie Li, Wei Shi, Fusheng Zhu, Zhihong Tian, Muhammad Shafiq, Zhiyong Luo, Chun Shan
2022 — conf
New Generation Power System Security Protection Technology Based on Dynamic Defense.
ICAIS (3)
Xiaowei Chen, HeFang Jiang, Shaocheng Wu, Tao Liu, Tong An, Zhongwei Xu, Man Zhang, Muhammad Shafiq
2022 J jnl
Spectrum trading and sharing in unmanned aerial vehicles based on distributed blockchain consortium system.
Comput. Electr. Eng.
Lijuan Liu, Muhammad Shafiq, Vijay R. Sonawane, Mantripragada Yaswanth Bhanu Murthy, Pundru Chandra Shaker Reddy, K. M. N. Chaitanya kumar Reddy
2021 J jnl
A Generative Adversarial Network Model Based on Intelligent Data Analytics for Music Emotion Recognition under IoT.
Mob. Inf. Syst.
I-Sheng Huang, Yu-Hsuan Lu, Muhammad Shafiq, Asif Ali Laghari, Rahul Yadav
2021 J jnl
An Overview on Analyzing Deep Learning and Transfer Learning Approaches for Health Monitoring.
Comput. Math. Methods Medicine
Yiting Wang, Shah Nazir, Muhammad Shafiq
2021 J jnl
An improved watermarking algorithm for robustness and imperceptibility of data protection in the perception layer of internet of things.
Pattern Recognit. Lett.
Mohammad Kamrul Hasan, Samar Kamil, Muhammad Shafiq, Yuvaraj S., Eswaran Saravana Kumar, Rajiv Vincent, Nazmus Shaker Nafi
2021 J jnl
Assessing Security of Software Components for Internet of Things: A Systematic Review and Future Directions.
Secur. Commun. Networks
Zitian Liao, Shah Nazir, Habib Ullah Khan, Muhammad Shafiq
2021 J jnl
Blockchain-Based Automated System for Identification and Storage of Networks.
Secur. Commun. Networks
Deepak Prashar, Nishant Jha, Muhammad Shafiq, Nazir Ahmad, Mamoon Rashid, Shoeib Amin Banday, Habib Ullah Khan
2021 J jnl
Communication Delay Modeling for Wide Area Measurement System in Smart Grid Internet of Things Networks.
Wirel. Commun. Mob. Comput.
Mohammad Kamrul Hasan, Shayla Islam, Muhammad Shafiq, Fatima Rayan Awad Ahmed, Somya Khidir Mohmmed Ataelmanan, Nissrein Babiker Mohammed Babiker, Khairul Azmi Abu Bakar
2021 J jnl
Constriction Factor Particle Swarm Optimization based load balancing and cell association for 5G heterogeneous networks.
Comput. Commun.
Mohammad Kamrul Hasan, Teong Chee Chuah, Ayman A. El-Saleh, Muhammad Shafiq, Shoaib Ahmed Shaikh, Shayla Islam, Moez Krichen
2021 J jnl
CorrAUC: A Malicious Bot-IoT Traffic Detection Method in IoT Network Using Machine-Learning Techniques.
IEEE Internet Things J.
Muhammad Shafiq, Zhihong Tian, Ali Kashif Bashir, Xiaojiang Du, Mohsen Guizani
2021 J jnl
DIDDOS: An approach for detection and identification of Distributed Denial of Service (DDoS) cyberattacks using Gated Recurrent Units (GRU).
Future Gener. Comput. Syst.
Saif Ur Rehman, Mubashir Khaliq, Syed Ibrahim Imtiaz, Aamir Rasool, Muhammad Shafiq, Abdul Rehman Javed, Zunera Jalil, Ali Kashif Bashir
2021 J jnl
Lightweight Cryptographic Algorithms for Guessing Attack Protection in Complex Internet of Things Applications.
Complex.
Mohammad Kamrul Hasan, Muhammad Shafiq, Shayla Islam, Bishwajeet Pandey, Yousef A. Baker El-Ebiary, Nazmus Shaker Nafi, Ciro Rodriguez Rodriguez, Doris Esenarro Vargas
2021 J jnl
Parallel Computing for Efficient and Intelligent Industrial Internet of Health Things: An Overview.
Complex.
Xin Yang, Shah Nazir, Habib Ullah Khan, Muhammad Shafiq, Neelam Mukhtar
2021 J jnl
Premature Ventricular Contractions' Detection Based on Active Learning.
Sci. Program.
Xianrong Zhang, Muhammad Shafiq, Guijun Zheng, Junping Wan, Zhe Sun
2021 J jnl
StFuzzer: Contribution-Aware Coverage-Guided Fuzzing for Smart Devices.
Secur. Commun. Networks
Jiageng Yang, Xinguo Zhang, Hui Lu, Muhammad Shafiq, Zhihong Tian
2021 J jnl
User Knowledge, Data Modelling, and Visualization: Handling through the Fuzzy Logic-Based Approach.
Complex.
Xiaoqun Liao, Shah Nazir, Yangbin Zhou, Muhammad Shafiq, Xuelin Qi
2020 J jnl
A Systematic Review on Cloud Storage Mechanisms Concerning e-Healthcare Systems.
Sensors
Adnan Tahir, Fei Chen, Habib Ullah Khan, Zhong Ming, Arshad Ahmad, Shah Nazir, Muhammad Shafiq
2020 J jnl
An adaptive heuristic for managing energy consumption and overloaded hosts in a cloud data center.
Wirel. Networks
Rahul Yadav, Weizhe Zhang, Keqin Li, Chuanyi Liu, Muhammad Shafiq, Nabin Kumar Karn
2020 J jnl
IoT malicious traffic identification using wrapper-based feature selection mechanisms.
Comput. Secur.
Muhammad Shafiq, Zhihong Tian, Ali Kashif Bashir, Xiaojiang Du, Mohsen Guizani
2020 J jnl
Selection of effective machine learning algorithm and Bot-IoT attacks traffic identification for internet of things in smart city.
Future Gener. Comput. Syst.
Muhammad Shafiq, Zhihong Tian, Yanbin Sun, Xiaojiang Du, Mohsen Guizani
2020 J jnl
SoftSystem: Smart Edge Computing Device Selection Method for IoT Based on Soft Set Technique.
Wirel. Commun. Mob. Comput.
Muhammad Shafiq, Zhihong Tian, Ali Kashif Bashir, Korhan Cengiz, Adnan Tahir
2020 J jnl
Software Piracy Awareness, Policy, and User Perspective in Educational Institutions.
Sci. Program.
Zitian Liao, Shah Nazir, Anwar Hussain, Habib Ullah Khan, Muhammad Shafiq
2018 J jnl
A machine learning approach for feature selection traffic classification using security analysis.
J. Supercomput.
Muhammad Shafiq, Xiangzhan Yu, Ali Kashif Bashir, Hassan Nazeer Chaudhry, Dawei Wang
2018 J jnl
An Efficient Security System for Mobile Data Monitoring.
Wirel. Commun. Mob. Comput.
Likun Liu, Hongli Zhang, Xiangzhan Yu, Yi Xin, Muhammad Shafiq, Mengmeng Ge
2018 J jnl
Assessment of quality of experience (QoE) of image compression in social cloud computing.
Multiagent Grid Syst.
Asif Ali Laghari, Hui He, Muhammad Shafiq, Asiya Khan
2018 J jnl
WeChat traffic classification using machine learning algorithms and comparative analysis of datasets.
Int. J. Inf. Comput. Secur.
Muhammad Shafiq, Xiangzhan Yu, Asif Ali Laghari
2017 J jnl
A New Theoretical Approach: A Model Construct for Fault Troubleshooting in Cloud Computing.
Mob. Inf. Syst.
Ameen Alkasem, Hongwei Liu, Muhammad Shafiq, Decheng Zuo
2017 J jnl
Effective Feature Selection for 5G IM Applications Traffic Classification.
Mob. Inf. Syst.
Muhammad Shafiq, Xiangzhan Yu, Asif Ali Laghari, Dawei Wang
2017 J jnl
Effective Packet Number for 5G IM WeChat Application at Early Stage Traffic Classification.
Mob. Inf. Syst.
Muhammad Shafiq, Xiangzhan Yu
2017 — conf
Robust Feature Selection for IM Applications at Early Stage Traffic Classification Using Machine Learning Algorithms.
HPCC/SmartCity/DSS
Muhammad Shafiq, Xiangzhan Yu, Dawei Wang
2016 — conf
WeChat Text Messages Service Flow Traffic Classification Using Machine Learning Technique.
ICITCS
Muhammad Shafiq, Xiangzhan Yu, Asif Ali Laghari
2016 — conf
WeChat Text and Picture Messages Service Flow Traffic Classification Using Machine Learning Technique.
HPCC/SmartCity/DSS
Muhammad Shafiq, Xiangzhan Yu, Asif Ali Laghari, Lu Yao, Nabin Kumar Karn, Foudil Abdessamia, Salahuddin
2013 J jnl
A template system for the efficient compilation of domain abstractions onto reconfigurable computers.
J. Syst. Archit.
Muhammad Shafiq, Miquel Pericàs, Nacho Navarro, Eduard Ayguadé
2012 — —
Architectural explorations for streaming accelerators with customized memory layouts.
Muhammad Shafiq
2012 — conf
BSArc: blacksmith streaming architecture for HPC accelerators.
Conf. Computing Frontiers
Muhammad Shafiq, Miquel Pericàs, Nacho Navarro, Eduard Ayguadé
2012 — conf
PPMC: A Programmable Pattern Based Memory Controller.
ARC
Tassadaq Hussain, Muhammad Shafiq, Miquel Pericàs, Nacho Navarro, Eduard Ayguadé
2011 J jnl
Assessing Accelerator-Based HPC Reverse Time Migration.
IEEE Trans. Parallel Distributed Syst.
Mauricio Araya-Polo, Javier Cabezas, Mauricio Hanzich, Miquel Pericàs, Félix Rubio, Isaac Gelado, Muhammad Shafiq, Enric Morancho, Nacho Navarro, Eduard Ayguadé, José María Cela, Mateo Valero
2011 — conf
TARCAD: A template architecture for reconfigurable accelerator designs.
SASP
Muhammad Shafiq, Miquel Pericàs, Nacho Navarro, Eduard Ayguadé
2010 B conf
FEM: A Step Towards a Common Memory Layout for FPGA Based Accelerators.
FPL
Muhammad Shafiq, Miquel Pericàs, Nacho Navarro, Eduard Ayguadé
2009 — conf
Exploiting memory customization in FPGA for 3D stencil computations.
FPT
Muhammad Shafiq, Miquel Pericàs, Raúl de la Cruz, Mauricio Araya-Polo, Nacho Navarro, Eduard Ayguadé