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ORCIDMuhammad Shafiq 0003
Person information
- affiliation: Harbin Institute of Technology, School of Computer Science and Technology, China
- affiliation (former): Barcelona Supercomputing Center, Department of Computer Sciences, Spain
Other persons with the same name
- Muhammad Shafiq — disambiguation page
- Muhammad Shafiq 0001
![[0000-0001-8589-8830]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-8589-8830")
— Sultan Qaboos University, Muscat, Oman - Muhammad Shafiq 0002 — Yeungnam University, Department of Information and Communication Engineering, Gyeongsan, South Korea (and 1 more)
- Muhammad Shafiq 0004 — University of Vaasa, Finland (and 1 more)
- Muhammad Shafiq 0006 — Qujing Normal University, School of Information Engineering, Qujing, China (and 1 more)
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2020 – today
- 2024
[j51]Chongwu Dong, Yanbin Sun, Muhammad Shafiq, Ning Hu, Yuan Liu, Zhihong Tian:
Optimizing Mobility-Aware Task Offloading in Smart Healthcare for Internet of Medical Things Through Multiagent Reinforcement Learning. IEEE Internet Things J. 11(8): 13677-13691 (2024)- [j50]Denghui Zhang, Muhammad Shafiq, Gautam Srivastava, Thippa Reddy Gadekallu, Le Wang, Zhaoquan Gu:
STBCIoT: Securing the Transmission of Biometric Images in Customer IoT. IEEE Internet Things J. 11(9): 16279-16288 (2024) - [j49]Chongwu Dong, Muhammad Shafiq, Maryam M. Al Dabel, Yanbin Sun, Zhihong Tian:
DNN Inference Acceleration for Smart Devices in Industry 5.0 by Decentralized Deep Reinforcement Learning. IEEE Trans. Consumer Electron. 70(1): 1519-1530 (2024) - [j48]Muhammad Shafiq, Rahul Yadav, Abdul Rehman Javed, Syed Agha Hussnain Mohsan:
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. 70(1): 2648-2656 (2024) - [j47]Denghui Zhang, Muhammad Shafiq, Keke Tang, Usman Naseem:
Multi-Resolution Wavelet Fractal Analysis and Subtask Training for Enhancing Few-Shot Noisy Brainwave Recognition. IEEE J. Biomed. Health Informatics 28(7): 3841-3850 (2024) - 2023
- [j46]Denghui Zhang, Muhammad Shafiq, Liguo Wang, Gautam Srivastava, Shoulin Yin:
Privacy-preserving remote sensing images recognition based on limited visual cryptography. CAAI Trans. Intell. Technol. 8(4): 1166-1177 (2023) - [j45]Yulu Qi, Zhaoquan Gu, Aiping Li, Xiaojuan Zhang, Muhammad Shafiq, Yangyang Mei, Kaihan Lin:
Cybersecurity knowledge graph enabled attack chain detection for cyber-physical systems. Comput. Electr. Eng. 108: 108660 (2023) - [j44]Zhaoquan Gu, Huan Zhang, Le Wang, Muhammad Shafiq, Kai Jin:
Efficient distributed broadcasting algorithms for cognitive radio networks-enabled smart agriculture. Comput. Electr. Eng. 108: 108690 (2023) - [j43]Jing Qiu, Yang Lin, Hao Chen, Du Cheng, Muhammad Shafiq, Lejun Zhang, Zhihong Tian:
Diverse classifiers with label dependencies for long-tail relation extraction in big data. Comput. Electr. Eng. 110: 108812 (2023) - [j42]Denghui Zhang, Zhaoquan Gu, Lijing Ren, Muhammad Shafiq:
An interpretability security framework for intelligent decision support systems based on saliency map. Int. J. Inf. Sec. 22(5): 1249-1260 (2023) - [j41]Binyue Deng, Denghui Zhang, Fashan Dong, Junjian Zhang, Muhammad Shafiq, Zhaoquan Gu:
Rust-Style Patch: A Physical and Naturalistic Camouflage Attacks on Object Detector for Remote Sensing Images. Remote. Sens. 15(4): 885 (2023) - [j40]Syed Agha Hassnain Mohsan, Muhammad Sadiq, Yanlong Li, Alexey V. Shvetsov, Svetlana V. Shvetsova, Muhammad Shafiq:
NOMA-Based VLC Systems: A Comprehensive Review. Sensors 23(6): 2960 (2023) - [j39]Songxuan Wei, Yan Jia, Zhaoquan Gu, Muhammad Shafiq, Le Wang:
Extracting Novel Attack Strategies for Industrial Cyber-Physical Systems Based on Cyber Range. IEEE Syst. J. 17(4): 5292-5302 (2023) - [j38]Shoulin Yin, Liguo Wang, Muhammad Shafiq, Lin Teng, Asif Ali Laghari, Muhammad Faizan Khan:
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. 16: 3583-3598 (2023) - [j37]Muhammad Imran Nadeem, Syed Agha Hassnain Mohsan, Kanwal Ahmed, Dun Li, Zhiyun Zheng, Muhammad Shafiq, Faten Khalid Karim, Samih Mohemmed Mostafa:
HyproBert: A Fake News Detection Model Based on Deep Hypercontext. Symmetry 15(2): 296 (2023) - [j36]Zhaohua Li, Le Wang, Guangyao Chen, Zhiqiang Zhang, Muhammad Shafiq, Zhaoquan Gu:
E2EGI: End-to-End Gradient Inversion in Federated Learning. IEEE J. Biomed. Health Informatics 27(2): 756-767 (2023) - [j35]Lin Teng, Yulong Qiao, Muhammad Shafiq, Gautam Srivastava, Abdul Rehman Javed, Thippa Reddy Gadekallu, Shoulin Yin:
FLPK-BiSeNet: Federated Learning Based on Priori Knowledge and Bilateral Segmentation Network for Image Edge Extraction. IEEE Trans. Netw. Serv. Manag. 20(2): 1529-1542 (2023) - 2022
- [j34]Lijuan Liu, Muhammad Shafiq, Vijay R. Sonawane, Mantripragada Yaswanth Bhanu Murthy, Pundru Chandra Shaker Reddy, K. M. N. Chaitanya kumar Reddy:
Spectrum trading and sharing in unmanned aerial vehicles based on distributed blockchain consortium system. Comput. Electr. Eng. 103: 108255 (2022) - [j33]Abdullah Ayub Khan, Aftab Ahmed Shaikh, Omar Cheikhrouhou, Asif Ali Laghari, Mamoon Rashid, Muhammad Shafiq, Habib Hamam:
IMG-forensics: Multimedia-enabled information hiding investigation using convolutional neural network. IET Image Process. 16(11): 2854-2862 (2022) - [j32]Mianjie Li, Wei Shi, Fusheng Zhu, Zhihong Tian, Muhammad Shafiq, Zhiyong Luo, Chun Shan:
Large-Capacity Local Multi-Dimensional Information Hiding Method for 6G Networks. IEEE Netw. 36(4): 160-165 (2022) - [j31]Denghui Zhang, Lijing Ren, Muhammad Shafiq, Zhaoquan Gu:
A Lightweight Privacy-Preserving System for the Security of Remote Sensing Images on IoT. Remote. Sens. 14(24): 6371 (2022) - [j30]Xiaowei Wang, Shoulin Yin, Muhammad Shafiq, Asif Ali Laghari, Shahid Karim, Omar Cheikhrouhou, Wajdi Alhakami, Habib Hamam:
A New V-Net Convolutional Neural Network Based on Four-Dimensional Hyperchaotic System for Medical Image Encryption. Secur. Commun. Networks 2022: 4260804:1-4260804:14 (2022) - [c9]Xiaowei Chen, HeFang Jiang, Shaocheng Wu, Tao Liu, Tong An, Zhongwei Xu, Man Zhang, Muhammad Shafiq:
New Generation Power System Security Protection Technology Based on Dynamic Defense. ICAIS (3) 2022: 710-721 - 2021
- [j29]Yiting Wang, Shah Nazir, Muhammad Shafiq:
An Overview on Analyzing Deep Learning and Transfer Learning Approaches for Health Monitoring. Comput. Math. Methods Medicine 2021: 5552743:1-5552743:10 (2021) - [j28]Mohammad Kamrul Hasan, Teong Chee Chuah, Ayman A. El-Saleh, Muhammad Shafiq, Shoaib Ahmed Shaikh, Shayla Islam, Moez Krichen:
Constriction Factor Particle Swarm Optimization based load balancing and cell association for 5G heterogeneous networks. Comput. Commun. 180: 328-337 (2021) - [j27]Mohammad Kamrul Hasan, Muhammad Shafiq, Shayla Islam, Bishwajeet Pandey, Yousef A. Baker El-Ebiary, Nazmus Shaker Nafi, Ciro Rodriguez Rodriguez, Doris Esenarro Vargas:
Lightweight Cryptographic Algorithms for Guessing Attack Protection in Complex Internet of Things Applications. Complex. 2021: 5540296:1-5540296:13 (2021) - [j26]Xiaoqun Liao, Shah Nazir, Yangbin Zhou, Muhammad Shafiq, Xuelin Qi:
User Knowledge, Data Modelling, and Visualization: Handling through the Fuzzy Logic-Based Approach. Complex. 2021: 6629086:1-6629086:14 (2021) - [j25]Xin Yang, Shah Nazir, Habib Ullah Khan, Muhammad Shafiq, Neelam Mukhtar:
Parallel Computing for Efficient and Intelligent Industrial Internet of Health Things: An Overview. Complex. 2021: 6636898:1-6636898:11 (2021) - [j24]Saif ur Rehman, Mubashir Khaliq, Syed Ibrahim Imtiaz, Aamir Rasool, Muhammad Shafiq, Abdul Rehman Javed, Zunera Jalil, Ali Kashif Bashir:
DIDDOS: An approach for detection and identification of Distributed Denial of Service (DDoS) cyberattacks using Gated Recurrent Units (GRU). Future Gener. Comput. Syst. 118: 453-466 (2021) - [j23]Muhammad Shafiq, Zhihong Tian, Ali Kashif Bashir, Xiaojiang Du, Mohsen Guizani:
CorrAUC: A Malicious Bot-IoT Traffic Detection Method in IoT Network Using Machine-Learning Techniques. IEEE Internet Things J. 8(5): 3242-3254 (2021) - [j22]I-Sheng Huang, Yu-Hsuan Lu, Muhammad Shafiq, Asif Ali Laghari, Rahul Yadav:
A Generative Adversarial Network Model Based on Intelligent Data Analytics for Music Emotion Recognition under IoT. Mob. Inf. Syst. 2021: 3561829:1-3561829:8 (2021) - [j21]Mohammad Kamrul Hasan, Samar Kamil, Muhammad Shafiq, Yuvaraj S., Eswaran Saravana Kumar, Rajiv Vincent, Nazmus Shaker Nafi:
An improved watermarking algorithm for robustness and imperceptibility of data protection in the perception layer of internet of things. Pattern Recognit. Lett. 152: 283-294 (2021) - [j20]Jiageng Yang, Xinguo Zhang, Hui Lu, Muhammad Shafiq, Zhihong Tian:
StFuzzer: Contribution-Aware Coverage-Guided Fuzzing for Smart Devices. Secur. Commun. Networks 2021: 1987844:1-1987844:15 (2021) - [j19]Zitian Liao, Shah Nazir, Habib Ullah Khan, Muhammad Shafiq:
Assessing Security of Software Components for Internet of Things: A Systematic Review and Future Directions. Secur. Commun. Networks 2021: 6677867:1-6677867:22 (2021) - [j18]Deepak Prashar, Nishant Jha, Muhammad Shafiq, Nazir Ahmad, Mamoon Rashid, Shoeib Amin Banday, Habib Ullah Khan:
Blockchain-Based Automated System for Identification and Storage of Networks. Secur. Commun. Networks 2021: 6694281:1-6694281:7 (2021) - [j17]Xianrong Zhang, Muhammad Shafiq, Guijun Zheng, Junping Wan, Zhe Sun:
Premature Ventricular Contractions' Detection Based on Active Learning. Sci. Program. 2021: 5556011:1-5556011:14 (2021) - [j16]Mohammad Kamrul Hasan, Shayla Islam, Muhammad Shafiq, Fatima Rayan Awad Ahmed, Somya Khidir Mohmmed Ataelmanan, Nissrein Babiker Mohammed Babiker, Khairul Azmi Abu Bakar:
Communication Delay Modeling for Wide Area Measurement System in Smart Grid Internet of Things Networks. Wirel. Commun. Mob. Comput. 2021: 9958003:1-9958003:10 (2021) - 2020
- [j15]Muhammad Shafiq, Zhihong Tian, Ali Kashif Bashir, Xiaojiang Du, Mohsen Guizani:
IoT malicious traffic identification using wrapper-based feature selection mechanisms. Comput. Secur. 94: 101863 (2020) - [j14]Muhammad Shafiq, Zhihong Tian, Yanbin Sun, Xiaojiang Du, Mohsen Guizani:
Selection of effective machine learning algorithm and Bot-IoT attacks traffic identification for internet of things in smart city. Future Gener. Comput. Syst. 107: 433-442 (2020) - [j13]Adnan Tahir, Fei Chen, Habib Ullah Khan, Zhong Ming, Arshad Ahmad, Shah Nazir, Muhammad Shafiq:
A Systematic Review on Cloud Storage Mechanisms Concerning e-Healthcare Systems. Sensors 20(18): 5392 (2020) - [j12]Zitian Liao, Shah Nazir, Anwar Hussain, Habib Ullah Khan, Muhammad Shafiq:
Software Piracy Awareness, Policy, and User Perspective in Educational Institutions. Sci. Program. 2020: 6647819:1-6647819:14 (2020) - [j11]Muhammad Shafiq, Zhihong Tian, Ali Kashif Bashir, Korhan Cengiz, Adnan Tahir:
SoftSystem: Smart Edge Computing Device Selection Method for IoT Based on Soft Set Technique. Wirel. Commun. Mob. Comput. 2020: 8864301:1-8864301:10 (2020) - [j10]Rahul Yadav, Weizhe Zhang, Keqin Li, Chuanyi Liu, Muhammad Shafiq, Nabin Kumar Karn:
An adaptive heuristic for managing energy consumption and overloaded hosts in a cloud data center. Wirel. Networks 26(3): 1905-1919 (2020)
2010 – 2019
- 2018
- [j9]Muhammad Shafiq, Xiangzhan Yu, Asif Ali Laghari:
WeChat traffic classification using machine learning algorithms and comparative analysis of datasets. Int. J. Inf. Comput. Secur. 10(2/3): 109-128 (2018) - [j8]Asif Ali Laghari, Hui He, Muhammad Shafiq, Asiya Khan:
Assessment of quality of experience (QoE) of image compression in social cloud computing. Multiagent Grid Syst. 14(2): 125-143 (2018) - [j7]Muhammad Shafiq, Xiangzhan Yu, Ali Kashif Bashir, Hassan Nazeer Chaudhry, Dawei Wang:
A machine learning approach for feature selection traffic classification using security analysis. J. Supercomput. 74(10): 4867-4892 (2018) - [j6]Likun Liu, Hongli Zhang, Xiangzhan Yu, Yi Xin, Muhammad Shafiq, Mengmeng Ge:
An Efficient Security System for Mobile Data Monitoring. Wirel. Commun. Mob. Comput. 2018: 9809345:1-9809345:10 (2018) - 2017
- [j5]Muhammad Shafiq, Xiangzhan Yu:
Effective Packet Number for 5G IM WeChat Application at Early Stage Traffic Classification. Mob. Inf. Syst. 2017: 3146868:1-3146868:22 (2017) - [j4]Muhammad Shafiq, Xiangzhan Yu, Asif Ali Laghari, Dawei Wang:
Effective Feature Selection for 5G IM Applications Traffic Classification. Mob. Inf. Syst. 2017: 6805056:1-6805056:12 (2017) - [j3]Ameen Alkasem, Hongwei Liu, Muhammad Shafiq, Decheng Zuo:
A New Theoretical Approach: A Model Construct for Fault Troubleshooting in Cloud Computing. Mob. Inf. Syst. 2017: 9038634:1-9038634:16 (2017) - [c8]Muhammad Shafiq, Xiangzhan Yu, Dawei Wang:
Robust Feature Selection for IM Applications at Early Stage Traffic Classification Using Machine Learning Algorithms. HPCC/SmartCity/DSS 2017: 239-245 - 2016
- [c7]Muhammad Shafiq, Xiangzhan Yu, Asif Ali Laghari, Lu Yao, Nabin Kumar Karn, Foudil Abdessamia, Salahuddin:
WeChat Text and Picture Messages Service Flow Traffic Classification Using Machine Learning Technique. HPCC/SmartCity/DSS 2016: 58-62 - [c6]Muhammad Shafiq, Xiangzhan Yu, Asif Ali Laghari:
WeChat Text Messages Service Flow Traffic Classification Using Machine Learning Technique. ICITCS 2016: 1-5 - 2013
- [j2]Muhammad Shafiq, Miquel Pericàs, Nacho Navarro, Eduard Ayguadé:
A template system for the efficient compilation of domain abstractions onto reconfigurable computers. J. Syst. Archit. 59(2): 91-102 (2013) - 2012
- [b1]Muhammad Shafiq:
Architectural explorations for streaming accelerators with customized memory layouts. Polytechnic University of Catalonia, Spain, 2012 - [c5]Tassadaq Hussain, Muhammad Shafiq, Miquel Pericàs, Nacho Navarro, Eduard Ayguadé:
PPMC: A Programmable Pattern Based Memory Controller. ARC 2012: 89-101 - [c4]Muhammad Shafiq, Miquel Pericàs, Nacho Navarro, Eduard Ayguadé:
BSArc: blacksmith streaming architecture for HPC accelerators. Conf. Computing Frontiers 2012: 23-32 - 2011
- [j1]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:
Assessing Accelerator-Based HPC Reverse Time Migration. IEEE Trans. Parallel Distributed Syst. 22(1): 147-162 (2011) - [c3]Muhammad Shafiq, Miquel Pericàs, Nacho Navarro, Eduard Ayguadé:
TARCAD: A template architecture for reconfigurable accelerator designs. SASP 2011: 8-15 - 2010
- [c2]Muhammad Shafiq, Miquel Pericàs, Nacho Navarro, Eduard Ayguadé:
FEM: A Step Towards a Common Memory Layout for FPGA Based Accelerators. FPL 2010: 568-573
2000 – 2009
- 2009
- [c1]Muhammad Shafiq, Miquel Pericàs, Raúl de la Cruz, Mauricio Araya-Polo, Nacho Navarro, Eduard Ayguadé:
Exploiting memory customization in FPGA for 3D stencil computations. FPT 2009: 38-45
Coauthor Index
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