Muhammad Shafiq

Orcid: 0000-0003-1909-9373

Affiliations:
  • Harbin Institute of Technology, School of Computer Science and Technology, China
  • Barcelona Supercomputing Center, Department of Computer Sciences, Spain (former)


According to our database1, Muhammad Shafiq authored at least 55 papers between 2009 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
Extracting Novel Attack Strategies for Industrial Cyber-Physical Systems Based on Cyber Range.
IEEE Syst. J., December, 2023

Privacy-preserving remote sensing images recognition based on limited visual cryptography.
CAAI Trans. Intell. Technol., December, 2023

An interpretability security framework for intelligent decision support systems based on saliency map.
Int. J. Inf. Sec., October, 2023

Diverse classifiers with label dependencies for long-tail relation extraction in big data.
Comput. Electr. Eng., September, 2023

FLPK-BiSeNet: Federated Learning Based on Priori Knowledge and Bilateral Segmentation Network for Image Edge Extraction.
IEEE Trans. Netw. Serv. Manag., June, 2023

Cybersecurity knowledge graph enabled attack chain detection for cyber-physical systems.
Comput. Electr. Eng., May, 2023

Efficient distributed broadcasting algorithms for cognitive radio networks-enabled smart agriculture.
Comput. Electr. Eng., May, 2023

E2EGI: End-to-End Gradient Inversion in Federated Learning.
IEEE J. Biomed. Health Informatics, February, 2023

HyproBert: A Fake News Detection Model Based on Deep Hypercontext.
Symmetry, February, 2023

Rust-Style Patch: A Physical and Naturalistic Camouflage Attacks on Object Detector for Remote Sensing Images.
Remote. Sens., February, 2023

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., 2023

2022
A Lightweight Privacy-Preserving System for the Security of Remote Sensing Images on IoT.
Remote. Sens., December, 2022

A New V-Net Convolutional Neural Network Based on Four-Dimensional Hyperchaotic System for Medical Image Encryption.
Secur. Commun. Networks, 2022

Large-Capacity Local Multi-Dimensional Information Hiding Method for 6G Networks.
IEEE Netw., 2022

IMG-forensics: Multimedia-enabled information hiding investigation using convolutional neural network.
IET Image Process., 2022

Spectrum trading and sharing in unmanned aerial vehicles based on distributed blockchain consortium system.
Comput. Electr. Eng., 2022

New Generation Power System Security Protection Technology Based on Dynamic Defense.
Proceedings of the Artificial Intelligence and Security - 8th International Conference, 2022

2021
Communication Delay Modeling for Wide Area Measurement System in Smart Grid Internet of Things Networks.
Wirel. Commun. Mob. Comput., 2021

Premature Ventricular Contractions' Detection Based on Active Learning.
Sci. Program., 2021

StFuzzer: Contribution-Aware Coverage-Guided Fuzzing for Smart Devices.
Secur. Commun. Networks, 2021

Blockchain-Based Automated System for Identification and Storage of Networks.
Secur. Commun. Networks, 2021

Assessing Security of Software Components for Internet of Things: A Systematic Review and Future Directions.
Secur. Commun. Networks, 2021

An improved watermarking algorithm for robustness and imperceptibility of data protection in the perception layer of internet of things.
Pattern Recognit. Lett., 2021

A Generative Adversarial Network Model Based on Intelligent Data Analytics for Music Emotion Recognition under IoT.
Mob. Inf. Syst., 2021

CorrAUC: A Malicious Bot-IoT Traffic Detection Method in IoT Network Using Machine-Learning Techniques.
IEEE Internet Things J., 2021

DIDDOS: An approach for detection and identification of Distributed Denial of Service (DDoS) cyberattacks using Gated Recurrent Units (GRU).
Future Gener. Comput. Syst., 2021

Parallel Computing for Efficient and Intelligent Industrial Internet of Health Things: An Overview.
Complex., 2021

User Knowledge, Data Modelling, and Visualization: Handling through the Fuzzy Logic-Based Approach.
Complex., 2021

Lightweight Cryptographic Algorithms for Guessing Attack Protection in Complex Internet of Things Applications.
Complex., 2021

Constriction Factor Particle Swarm Optimization based load balancing and cell association for 5G heterogeneous networks.
Comput. Commun., 2021

An Overview on Analyzing Deep Learning and Transfer Learning Approaches for Health Monitoring.
Comput. Math. Methods Medicine, 2021

2020
An adaptive heuristic for managing energy consumption and overloaded hosts in a cloud data center.
Wirel. Networks, 2020

SoftSystem: Smart Edge Computing Device Selection Method for IoT Based on Soft Set Technique.
Wirel. Commun. Mob. Comput., 2020

Software Piracy Awareness, Policy, and User Perspective in Educational Institutions.
Sci. Program., 2020

A Systematic Review on Cloud Storage Mechanisms Concerning e-Healthcare Systems.
Sensors, 2020

Selection of effective machine learning algorithm and Bot-IoT attacks traffic identification for internet of things in smart city.
Future Gener. Comput. Syst., 2020

IoT malicious traffic identification using wrapper-based feature selection mechanisms.
Comput. Secur., 2020

2018
An Efficient Security System for Mobile Data Monitoring.
Wirel. Commun. Mob. Comput., 2018

A machine learning approach for feature selection traffic classification using security analysis.
J. Supercomput., 2018

Assessment of quality of experience (QoE) of image compression in social cloud computing.
Multiagent Grid Syst., 2018

WeChat traffic classification using machine learning algorithms and comparative analysis of datasets.
Int. J. Inf. Comput. Secur., 2018

2017
Effective Feature Selection for 5G IM Applications Traffic Classification.
Mob. Inf. Syst., 2017

Effective Packet Number for 5G IM WeChat Application at Early Stage Traffic Classification.
Mob. Inf. Syst., 2017

A New Theoretical Approach: A Model Construct for Fault Troubleshooting in Cloud Computing.
Mob. Inf. Syst., 2017

Robust Feature Selection for IM Applications at Early Stage Traffic Classification Using Machine Learning Algorithms.
Proceedings of the 19th IEEE International Conference on High Performance Computing and Communications; 15th IEEE International Conference on Smart City; 3rd IEEE International Conference on Data Science and Systems, 2017

2016
WeChat Text Messages Service Flow Traffic Classification Using Machine Learning Technique.
Proceedings of the 6th International Conference on IT Convergence and Security, 2016

WeChat Text and Picture Messages Service Flow Traffic Classification Using Machine Learning Technique.
Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

2013
A template system for the efficient compilation of domain abstractions onto reconfigurable computers.
J. Syst. Archit., 2013

2012
Architectural explorations for streaming accelerators with customized memory layouts.
PhD thesis, 2012

BSArc: blacksmith streaming architecture for HPC accelerators.
Proceedings of the Computing Frontiers Conference, CF'12, 2012

PPMC: A Programmable Pattern Based Memory Controller.
Proceedings of the Reconfigurable Computing: Architectures, Tools and Applications, 2012

2011
Assessing Accelerator-Based HPC Reverse Time Migration.
IEEE Trans. Parallel Distributed Syst., 2011

TARCAD: A template architecture for reconfigurable accelerator designs.
Proceedings of the IEEE 9th Symposium on Application Specific Processors, 2011

2010
FEM: A Step Towards a Common Memory Layout for FPGA Based Accelerators.
Proceedings of the International Conference on Field Programmable Logic and Applications, 2010

2009
Exploiting memory customization in FPGA for 3D stencil computations.
Proceedings of the 2009 International Conference on Field-Programmable Technology, 2009


  Loading...