Exploiting memory customization in FPGA for 3D stencil computations. - Muhammad Shafiq 003; Miquel Pericàs; Raúl de la Cruz; Mauricio Araya-Polo; Nacho Navarro; Eduard Ayguadé (FPT, 2009)

FEM: A Step Towards a Common Memory Layout for FPGA Based Accelerators. - Muhammad Shafiq 003; Miquel Pericàs; Nacho Navarro; Eduard Ayguadé (FPL, 2010)

TARCAD: A template architecture for reconfigurable accelerator designs. - Muhammad Shafiq 003; Miquel Pericàs; Nacho Navarro; Eduard Ayguadé (SASP, 2011)

Assessing Accelerator-Based HPC Reverse Time Migration. - Mauricio Araya-Polo; Javier Cabezas; Mauricio Hanzich; Miquel Pericàs; Félix Rubio; Isaac Gelado; Muhammad Shafiq 003; Enric Morancho; Nacho Navarro; Eduard Ayguadé; José María Cela; Mateo Valero (IEEE Trans. Parallel Distributed Syst., 2011)

PPMC: A Programmable Pattern Based Memory Controller. - Tassadaq Hussain; Muhammad Shafiq 003; Miquel Pericàs; Nacho Navarro; Eduard Ayguadé (ARC, 2012)

BSArc: blacksmith streaming architecture for HPC accelerators. - Muhammad Shafiq 003; Miquel Pericàs; Nacho Navarro; Eduard Ayguadé (Conf. Computing Frontiers, 2012)

Architectural explorations for streaming accelerators with customized memory layouts. - Muhammad Shafiq 003 (2012)

A template system for the efficient compilation of domain abstractions onto reconfigurable computers. - Muhammad Shafiq 003; Miquel Pericàs; Nacho Navarro; Eduard Ayguadé (J. Syst. Archit., 2013)

WeChat Text and Picture Messages Service Flow Traffic Classification Using Machine Learning Technique. - Muhammad Shafiq 003; Xiangzhan Yu; Asif Ali Laghari; Lu Yao; Nabin Kumar Karn; Foudil Abdessamia; Salahuddin (HPCC/SmartCity/DSS, 2016)

WeChat Text Messages Service Flow Traffic Classification Using Machine Learning Technique. - Muhammad Shafiq 003; Xiangzhan Yu; Asif Ali Laghari (ICITCS, 2016)

Robust Feature Selection for IM Applications at Early Stage Traffic Classification Using Machine Learning Algorithms. - Muhammad Shafiq 003; Xiangzhan Yu; Dawei Wang (HPCC/SmartCity/DSS, 2017)

A New Theoretical Approach: A Model Construct for Fault Troubleshooting in Cloud Computing. - Ameen Alkasem; Hongwei Liu 002; Muhammad Shafiq 003; Decheng Zuo (Mob. Inf. Syst., 2017)

Effective Packet Number for 5G IM WeChat Application at Early Stage Traffic Classification. - Muhammad Shafiq 003; Xiangzhan Yu (Mob. Inf. Syst., 2017)

Effective Feature Selection for 5G IM Applications Traffic Classification. - Muhammad Shafiq 003; Xiangzhan Yu; Asif Ali Laghari; Dawei Wang (Mob. Inf. Syst., 2017)

WeChat traffic classification using machine learning algorithms and comparative analysis of datasets. - Muhammad Shafiq 003; Xiangzhan Yu; Asif Ali Laghari (Int. J. Inf. Comput. Secur., 2018)

Assessment of quality of experience (QoE) of image compression in social cloud computing. - Asif Ali Laghari; Hui He; Muhammad Shafiq 003; Asiya Khan (Multiagent Grid Syst., 2018)

A machine learning approach for feature selection traffic classification using security analysis. - Muhammad Shafiq 003; Xiangzhan Yu; Ali Kashif Bashir; Hassan Nazeer Chaudhry; Dawei Wang (J. Supercomput., 2018)

An Efficient Security System for Mobile Data Monitoring. - Likun Liu; Hongli Zhang 001; Xiangzhan Yu; Yi Xin 002; Muhammad Shafiq 003; Mengmeng Ge (Wirel. Commun. Mob. Comput., 2018)

IoT malicious traffic identification using wrapper-based feature selection mechanisms. - Muhammad Shafiq 003; Zhihong Tian; Ali Kashif Bashir; Xiaojiang Du; Mohsen Guizani (Comput. Secur., 2020)

Selection of effective machine learning algorithm and Bot-IoT attacks traffic identification for internet of things in smart city. - Muhammad Shafiq 003; Zhihong Tian; Yanbin Sun; Xiaojiang Du; Mohsen Guizani (Future Gener. Comput. Syst., 2020)

A Systematic Review on Cloud Storage Mechanisms Concerning e-Healthcare Systems. - Adnan Tahir; Fei Chen 003; Habib Ullah Khan; Zhong Ming 001; Arshad Ahmad 002; Shah Nazir; Muhammad Shafiq 003 (Sensors, 2020)

Software Piracy Awareness, Policy, and User Perspective in Educational Institutions. - Zitian Liao; Shah Nazir; Anwar Hussain; Habib Ullah Khan; Muhammad Shafiq 003 (Sci. Program., 2020)

SoftSystem: Smart Edge Computing Device Selection Method for IoT Based on Soft Set Technique. - Muhammad Shafiq 003; Zhihong Tian; Ali Kashif Bashir; Korhan Cengiz; Adnan Tahir (Wirel. Commun. Mob. Comput., 2020)

An adaptive heuristic for managing energy consumption and overloaded hosts in a cloud data center. - Rahul Yadav; Weizhe Zhang; Keqin Li 001; Chuanyi Liu; Muhammad Shafiq 003; Nabin Kumar Karn (Wirel. Networks, 2020)

An Overview on Analyzing Deep Learning and Transfer Learning Approaches for Health Monitoring. - Yiting Wang; Shah Nazir; Muhammad Shafiq 003 (Comput. Math. Methods Medicine, 2021)

Constriction Factor Particle Swarm Optimization based load balancing and cell association for 5G heterogeneous networks. - Mohammad Kamrul Hasan; Teong Chee Chuah; Ayman A. El-Saleh; Muhammad Shafiq 003; Shoaib Ahmed Shaikh; Shayla Islam; Moez Krichen (Comput. Commun., 2021)

Lightweight Cryptographic Algorithms for Guessing Attack Protection in Complex Internet of Things Applications. - Mohammad Kamrul Hasan; Muhammad Shafiq 003; Shayla Islam; Bishwajeet Pandey; Yousef A. Baker El-Ebiary; Nazmus Shaker Nafi; Ciro Rodriguez Rodriguez; Doris Esenarro Vargas (Complex., 2021)

User Knowledge, Data Modelling, and Visualization: Handling through the Fuzzy Logic-Based Approach. - Xiaoqun Liao; Shah Nazir; Yangbin Zhou; Muhammad Shafiq 003; Xuelin Qi (Complex., 2021)

Parallel Computing for Efficient and Intelligent Industrial Internet of Health Things: An Overview. - Xin Yang; Shah Nazir; Habib Ullah Khan; Muhammad Shafiq 003; Neelam Mukhtar (Complex., 2021)

DIDDOS: An approach for detection and identification of Distributed Denial of Service (DDoS) cyberattacks using Gated Recurrent Units (GRU). - Saif ur Rehman; Mubashir Khaliq; Syed Ibrahim Imtiaz; Aamir Rasool; Muhammad Shafiq 003; Abdul Rehman Javed; Zunera Jalil; Ali Kashif Bashir (Future Gener. Comput. Syst., 2021)

CorrAUC: A Malicious Bot-IoT Traffic Detection Method in IoT Network Using Machine-Learning Techniques. - Muhammad Shafiq 003; Zhihong Tian; Ali Kashif Bashir; Xiaojiang Du; Mohsen Guizani (IEEE Internet Things J., 2021)

A Generative Adversarial Network Model Based on Intelligent Data Analytics for Music Emotion Recognition under IoT. - I-Sheng Huang; Yu-Hsuan Lu; Muhammad Shafiq 003; Asif Ali Laghari; Rahul Yadav (Mob. Inf. Syst., 2021)

An improved watermarking algorithm for robustness and imperceptibility of data protection in the perception layer of internet of things. - Mohammad Kamrul Hasan; Samar Kamil; Muhammad Shafiq 003; Yuvaraj S.; Eswaran Saravana Kumar; Rajiv Vincent; Nazmus Shaker Nafi (Pattern Recognit. Lett., 2021)

Assessing Security of Software Components for Internet of Things: A Systematic Review and Future Directions. - Zitian Liao; Shah Nazir; Habib Ullah Khan; Muhammad Shafiq 003 (Secur. Commun. Networks, 2021)

Blockchain-Based Automated System for Identification and Storage of Networks. - Deepak Prashar; Nishant Jha; Muhammad Shafiq 003; Nazir Ahmad; Mamoon Rashid 001; Shoeib Amin Banday; Habib Ullah Khan (Secur. Commun. Networks, 2021)

StFuzzer: Contribution-Aware Coverage-Guided Fuzzing for Smart Devices. - Jiageng Yang; Xinguo Zhang; Hui Lu 005; Muhammad Shafiq 003; Zhihong Tian (Secur. Commun. Networks, 2021)

Premature Ventricular Contractions' Detection Based on Active Learning. - Xianrong Zhang; Muhammad Shafiq 003; Guijun Zheng; Junping Wan; Zhe Sun (Sci. Program., 2021)

Communication Delay Modeling for Wide Area Measurement System in Smart Grid Internet of Things Networks. - Mohammad Kamrul Hasan; Shayla Islam; Muhammad Shafiq 003; Fatima Rayan Awad Ahmed; Somya Khidir Mohmmed Ataelmanan; Nissrein Babiker Mohammed Babiker; Khairul Azmi Abu Bakar (Wirel. Commun. Mob. Comput., 2021)

New Generation Power System Security Protection Technology Based on Dynamic Defense. - Xiaowei Chen; HeFang Jiang; Shaocheng Wu; Tao Liu; Tong An; Zhongwei Xu; Man Zhang; Muhammad Shafiq 003 (ICAIS (3), 2022)

Spectrum trading and sharing in unmanned aerial vehicles based on distributed blockchain consortium system. - Lijuan Liu; Muhammad Shafiq 003; Vijay R. Sonawane; Mantripragada Yaswanth Bhanu Murthy; Pundru Chandra Shaker Reddy; K. M. N. Chaitanya kumar Reddy (Comput. Electr. Eng., 2022)

IMG-forensics: Multimedia-enabled information hiding investigation using convolutional neural network. - Abdullah Ayub Khan; Aftab Ahmed Shaikh; Omar Cheikhrouhou; Asif Ali Laghari; Mamoon Rashid 001; Muhammad Shafiq 003; Habib Hamam (IET Image Process., 2022)

Large-Capacity Local Multi-Dimensional Information Hiding Method for 6G Networks. - Mianjie Li; Wei Shi 001; Fusheng Zhu; Zhihong Tian; Muhammad Shafiq 003; Zhiyong Luo; Chun Shan (IEEE Netw., 2022)

A New V-Net Convolutional Neural Network Based on Four-Dimensional Hyperchaotic System for Medical Image Encryption. - Xiaowei Wang; Shoulin Yin; Muhammad Shafiq 003; Asif Ali Laghari; Shahid Karim; Omar Cheikhrouhou; Wajdi Alhakami; Habib Hamam (Secur. Commun. Networks, 2022)

A Lightweight Privacy-Preserving System for the Security of Remote Sensing Images on IoT. - Denghui Zhang; Lijing Ren; Muhammad Shafiq 003; Zhaoquan Gu (Remote. Sens., 2022)

G2Grad-CAMRL: An Object Detection and Interpretation Model Based on Gradient-Weighted Class Activation Mapping and Reinforcement Learning in Remote Sensing Images. - Shoulin Yin; Liguo Wang 001; Muhammad Shafiq 003; Lin Teng; Asif Ali Laghari; Muhammad Faizan Khan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Rust-Style Patch: A Physical and Naturalistic Camouflage Attacks on Object Detector for Remote Sensing Images. - Binyue Deng; Denghui Zhang; Fashan Dong; Junjian Zhang; Muhammad Shafiq 003; Zhaoquan Gu (Remote. Sens., 2023)

HyproBert: A Fake News Detection Model Based on Deep Hypercontext. - Muhammad Imran Nadeem; Syed Agha Hassnain Mohsan; Kanwal Ahmed; Dun Li; Zhiyun Zheng; Muhammad Shafiq 003; Faten Khalid Karim; Samih Mohemmed Mostafa (Symmetry, 2023)

E2EGI: End-to-End Gradient Inversion in Federated Learning. - Zhaohua Li; Le Wang 008; Guangyao Chen; Zhiqiang Zhang; Muhammad Shafiq 003; Zhaoquan Gu (IEEE J. Biomed. Health Informatics, 2023)

NOMA-Based VLC Systems: A Comprehensive Review. - Syed Agha Hassnain Mohsan; Muhammad Sadiq; Yanlong Li 001; Alexey V. Shvetsov; Svetlana V. Shvetsova; Muhammad Shafiq 003 (Sensors, 2023)

Efficient distributed broadcasting algorithms for cognitive radio networks-enabled smart agriculture. - Zhaoquan Gu; Huan Zhang; Le Wang 008; Muhammad Shafiq 003; Kai Jin (Comput. Electr. Eng., 2023)

Cybersecurity knowledge graph enabled attack chain detection for cyber-physical systems. - Yulu Qi; Zhaoquan Gu; Aiping Li; Xiaojuan Zhang; Muhammad Shafiq 003; Yangyang Mei; Kaihan Lin (Comput. Electr. Eng., 2023)

FLPK-BiSeNet: Federated Learning Based on Priori Knowledge and Bilateral Segmentation Network for Image Edge Extraction. - Lin Teng; Yulong Qiao; Muhammad Shafiq 003; Gautam Srivastava 001; Abdul Rehman Javed; Thippa Reddy Gadekallu; Shoulin Yin (IEEE Trans. Netw. Serv. Manag., 2023)

Diverse classifiers with label dependencies for long-tail relation extraction in big data. - Jing Qiu 002; Yang Lin; Hao Chen; Du Cheng; Muhammad Shafiq 003; Lejun Zhang; Zhihong Tian (Comput. Electr. Eng., 2023)

An interpretability security framework for intelligent decision support systems based on saliency map. - Denghui Zhang; Zhaoquan Gu; Lijing Ren; Muhammad Shafiq 003 (Int. J. Inf. Sec., 2023)

Privacy-preserving remote sensing images recognition based on limited visual cryptography. - Denghui Zhang; Muhammad Shafiq 003; Liguo Wang 001; Gautam Srivastava 001; Shoulin Yin (CAAI Trans. Intell. Technol., 2023)

Extracting Novel Attack Strategies for Industrial Cyber-Physical Systems Based on Cyber Range. - Songxuan Wei; Yan Jia 001; Zhaoquan Gu; Muhammad Shafiq 003; Le Wang 008 (IEEE Syst. J., 2023)

DNN Inference Acceleration for Smart Devices in Industry 5.0 by Decentralized Deep Reinforcement Learning. - Chongwu Dong; Muhammad Shafiq 003; Maryam M. Al Dabel; Yanbin Sun; Zhihong Tian (IEEE Trans. Consumer Electron., 2024)

CoopGBFS: A Federated Learning and Game-Theoretic-Based Approach for Personalized Security, Recommendation in 5G Beyond IoT Environments for Consumer Electronics. - Muhammad Shafiq 003; Rahul Yadav; Abdul Rehman Javed; Syed Agha Hassnain Mohsan (IEEE Trans. Consumer Electron., 2024)

Optimizing Mobility-Aware Task Offloading in Smart Healthcare for Internet of Medical Things Through Multiagent Reinforcement Learning. - Chongwu Dong; Yanbin Sun; Muhammad Shafiq 003; Ning Hu; Yuan Liu 002; Zhihong Tian (IEEE Internet Things J., 2024)

STBCIoT: Securing the Transmission of Biometric Images in Customer IoT. - Denghui Zhang; Muhammad Shafiq 003; Gautam Srivastava 001; Thippa Reddy Gadekallu; Le Wang 008; Zhaoquan Gu (IEEE Internet Things J., 2024)

Multi-Resolution Wavelet Fractal Analysis and Subtask Training for Enhancing Few-Shot Noisy Brainwave Recognition. - Denghui Zhang; Muhammad Shafiq 003; Keke Tang; Usman Naseem (IEEE J. Biomed. Health Informatics, 2024)

ESC&RAO: Enabling Seamless Connectivity Resource Allocation in Tactile IoT for Consumer Electronics. - Muhammad Shafiq 003; Zhihong Tian; Yuan Liu 002; Ahamed Aljuhani; Yang Li 111 (IEEE Trans. Consumer Electron., 2024)

Building Privacy-Preserving Medical Text Models With a Pretrained Transformer. - Muhammad Shafiq 003; Lijing Ren; Gautam Srivastava 001; Denghui Zhang; Sami Bourouis; Thippa Reddy Gadekallu (IEEE Internet Things J., 2025)