Md. Shamsul Huda

Publication Activity (10 Years)

Years Active: 2006-2021
Publications (10 Years): 28

Top Topics

Control Signals

Malware Detection

Hybrid Metaheuristic

Top Venues

Future Gener. Comput. Syst.

Appl. Soft Comput.

IEEE Trans. Ind. Informatics

Publications

Mohammad Mehedi Hassan, Md. Rafiul Hassan, Md. Shamsul Huda, Victor Hugo C. de Albuquerque
A Robust Deep-Learning-Enabled Trust-Boundary Protection for Adversarial Industrial IoT Environment. IEEE Internet Things J. 8 (12) (2021)
Mohammad Mehedi Hassan, Md. Shamsul Huda, Shaila Sharmeen, Jemal H. Abawajy, Giancarlo Fortino
An Adaptive Trust Boundary Protection for IIoT Networks Using Deep-Learning Feature-Extraction-Based Semisupervised Model. IEEE Trans. Ind. Informatics 17 (4) (2021)
Ahmed Falah, Lei Pan, Md. Shamsul Huda, Shiva Raj Pokhrel, Adnan Anwar
Improving malicious PDF classifier with feature engineering: A data-driven approach. Future Gener. Comput. Syst. 115 (2021)
Zia Ur Rehman, Saud Altaf, Shafiq Ahmad, Md. Shamsul Huda, Adel Al-Shayea, Sofia Iqbal
An Efficient, Hybrid Authentication Using ECG and Lightweight Cryptographic Scheme for WBAN. IEEE Access 9 (2021)
Saiba Nazah, Md. Shamsul Huda, Jemal H. Abawajy, Mohammad Mehedi Hassan
An Unsupervised Model for Identifying and Characterizing Dark Web Forums. IEEE Access 9 (2021)
Mohammad Mehedi Hassan, Md. Rafiul Hassan, Md. Shamsul Huda, Md. Zia Uddin, Abdu Gumaei, Ahmed Alsanad
A predictive intelligence approach to classify brain-computer interface based eye state for smart living. Appl. Soft Comput. 108 (2021)
Yahye Abukar Ahmed, Baris Koçer, Md. Shamsul Huda, Bander Ali Saleh Al-rimy, Mohammad Mehedi Hassan
A system call refinement-based enhanced Minimum Redundancy Maximum Relevance method for ransomware early detection. J. Netw. Comput. Appl. 167 (2020)
Shaila Sharmeen, Md. Shamsul Huda, Jemal H. Abawajy, Mohammad Mehedi Hassan
An adaptive framework against android privilege escalation threats using deep learning and semi-supervised approaches. Appl. Soft Comput. 89 (2020)
Mohammad Mehedi Hassan, Abdu Gumaei, Md. Shamsul Huda, Ahmad Almogren
Increasing the Trustworthiness in the Industrial IoT Networks Through a Reliable Cyberattack Detection Model. IEEE Trans. Ind. Informatics 16 (9) (2020)
Saiba Nazah, Md. Shamsul Huda, Jemal H. Abawajy, Mohammad Mehedi Hassan
Evolution of Dark Web Threat Analysis and Detection: A Systematic Approach. IEEE Access 8 (2020)
Abdu Gumaei, Mohammad Mehedi Hassan, Md. Shamsul Huda, Md. Rafiul Hassan, David Camacho, Javier Del Ser, Giancarlo Fortino
A robust cyberattack detection approach using optimal features of SCADA power systems in smart grids. Appl. Soft Comput. 96 (2020)
Shaila Sharmeen, Yahye Abukar Ahmed, Md. Shamsul Huda, Baris Koçer, Mohammad Mehedi Hassan
Avoiding Future Digital Extortion Through Robust Protection Against Ransomware Threats Using Deep Learning Based Adaptive Approaches. IEEE Access 8 (2020)
Md. Shamsul Huda, Jemal H. Abawajy, Baker Al-Rubaie, Lei Pan, Mohammad Mehedi Hassan
Automatic extraction and integration of behavioural indicators of malware for protection of cyber-physical networks. Future Gener. Comput. Syst. 101 (2019)
Mohammad Mehedi Hassan, Md. Golam Rabiul Alam, Md. Zia Uddin, Md. Shamsul Huda, Ahmad Almogren, Giancarlo Fortino
Human emotion recognition using deep belief network architecture. Inf. Fusion 51 (2019)
Mohammad Mehedi Hassan, Md. Shamsul Huda, Md. Zia Uddin, Ahmad Almogren, Majed A. AlRubaian
Human Activity Recognition from Body Sensor Data using Deep Learning. J. Medical Syst. 42 (6) (2018)
Jemal H. Abawajy, Md. Shamsul Huda, Shaila Sharmeen, Mohammad Mehedi Hassan, Ahmad Almogren
Identifying cyber threats to mobile-IoT applications in edge computing paradigm. Future Gener. Comput. Syst. 89 (2018)
Md. Shamsul Huda, Kevin Liu, Mohamed Abdelrazek, Amani S. Ibrahim, Sultan Alyahya, Hmood Al-Dossari, Shafiq Ahmad
An Ensemble Oversampling Model for Class Imbalance Problem in Software Defect Prediction. IEEE Access 6 (2018)
Md. Shamsul Huda, John Yearwood, Mohammad Mehedi Hassan, Ahmad Almogren
Securing the operations in SCADA-IoT platform based industrial control system using ensemble of deep belief networks. Appl. Soft Comput. 71 (2018)
Mohammad Mehedi Hassan, Md. Shamsul Huda, John Yearwood, Herbert F. Jelinek, Ahmad Almogren
Multistage fusion approaches based on a generative model and multivariate exponentially weighted moving average for diagnosis of cardiovascular autonomic nerve dysfunction. Inf. Fusion 41 (2018)
Shaila Sharmeen, Md. Shamsul Huda, Jemal H. Abawajy, Walaa N. Ismail, Mohammad Mehedi Hassan
Malware Threats and Detection for Industrial Mobile-IoT Networks. IEEE Access 6 (2018)
Md. Shamsul Huda, Md. Suruz Miah, John Yearwood, Sultan Alyahya, Hmood Al-Dossari, Robin Doss
A malicious threat detection model for cloud assisted internet of things (CoT) based industrial control system (ICS) networks using deep belief network. J. Parallel Distributed Comput. 120 (2018)
Md. Shamsul Huda, Sultan Alyahya, Md. Mohsin Ali, Shafiq Ahmad, Jemal H. Abawajy, Hmood Al-Dossari, John Yearwood
A Framework for Software Defect Prediction and Metric Selection. IEEE Access 6 (2018)
Md. Shamsul Huda, Md. Rafiqul Islam, Jemal H. Abawajy, John Yearwood, Mohammad Mehedi Hassan, Giancarlo Fortino
A hybrid-multi filter-wrapper framework to identify run-time behaviour for fast malware detection. Future Gener. Comput. Syst. 83 (2018)
Md. Shamsul Huda, Jemal H. Abawajy, Mali Abdollahian, Md. Rafiqul Islam, John Yearwood
A fast malware feature selection approach using a hybrid of multi-linear and stepwise binary logistic regression. Concurr. Comput. Pract. Exp. 29 (23) (2017)
Md. Mohsin Ali, Md. Shamsul Huda, Jemal H. Abawajy, Sultan Alyahya, Hmood Al-Dossari, John Yearwood
A parallel framework for software defect detection and metric selection on cloud computing. Clust. Comput. 20 (3) (2017)
Md. Shamsul Huda, Md. Suruz Miah, Mohammad Mehedi Hassan, Md. Rafiqul Islam, John Yearwood, Majed A. AlRubaian, Ahmad Almogren
Defending unknown attacks on cyber-physical systems by semi-supervised approach and available unlabeled data. Inf. Sci. 379 (2017)
Md. Shamsul Huda, Jemal H. Abawajy, Mamoun Alazab, Mali Abdollahian, Md. Rafiqul Islam, John Yearwood
Hybrids of support vector machine wrapper and filter based framework for malware detection. Future Gener. Comput. Syst. 55 (2016)
Md. Shamsul Huda, John Yearwood, Herbert F. Jelinek, Mohammad Mehedi Hassan, Giancarlo Fortino, Michael Buckland
A Hybrid Feature Selection With Ensemble Classification for Imbalanced Healthcare Data: A Case Study for Brain Tumor Diagnosis. IEEE Access 4 (2016)
Md. Shamsul Huda, John Yearwood, Roberto Togneri
Hybrid Metaheuristic Approaches to the Expectation Maximization for Estimation of the Hidden Markov Model for Signal Modeling. IEEE Trans. Cybern. 44 (10) (2014)
Mamoun Alazab, Md. Shamsul Huda, Jemal H. Abawajy, Md. Rafiqul Islam, John Yearwood, Sitalakshmi Venkatraman, Roderic Broadhurst
A Hybrid Wrapper-Filter Approach for Malware Detection. J. Networks 9 (11) (2014)
Md. Shamsul Huda, Mali Abdollahian, Musa A. Mammadov, John Yearwood, Shafiq Ahmad, Ibrahim A. Sultan
A hybrid wrapper-filter approach to detect the source(s) of out-of-control signals in multivariate manufacturing process. Eur. J. Oper. Res. 237 (3) (2014)
Andrew Stranieri, Jemal H. Abawajy, Andrei V. Kelarev, Md. Shamsul Huda, Morshed U. Chowdhury, Herbert F. Jelinek
An approach for Ewing test selection to support the clinical assessment of cardiac autonomic neuropathy. Artif. Intell. Medicine 58 (3) (2013)
Subhasis Mukherjee, Md. Shamsul Huda, John Yearwood
A Reinforcement Learning Approach with Spline-Fit Object Tracking for AIBO Robot's High Level Decision Making. SNPD (Selected Papers) (2011)
Md. Shamsul Huda, John Yearwood, Andrew Stranieri
Hybrid Wrapper-filter Aapproaches for Input Feature Selection using Maximum relevance-Minimum redundancy and Artificial Neural Network Input Gain Measurement Approximation (ANNIGMA). ACSC (2011)
Subhasis Mukherjee, John Yearwood, Peter Vamplew, Md. Shamsul Huda
Reinforcement Learning Approach to AIBO Robot's Decision Making Process in Robosoccer's Goal Keeper Problem. SNPD (2011)
Biplob R. Ray, Md. Shamsul Huda, Morshed U. Chowdhury
Smart RFID Reader Protocol for Malware Detection. SNPD (2011)
Md. Shamsul Huda, John Yearwood, Andrew Stranieri
Hybrid Wrapper-Filter Approaches for Input Feature Selection Using Maximum Relevance and Artificial Neural Network Input Gain Measurement Approximation (ANNIGMA). NSS (2010)
Md. Shamsul Huda, John Yearwood, Ron Borland
Cluster Based Rule Discovery Model for Enhancement of Government's Tobacco Control Strategy. NSS (2010)
Md. Shamsul Huda, John Yearwood, Ron Borland
Smokers' Characteristics and Cluster Based Quitting Rule Discovery Model for Enhancement of Government's Tobacco Control Systems. PACIS (2010)
Md. Shamsul Huda, John Yearwood, Roberto Togneri
A Constraint-Based Evolutionary Learning Approach to the Expectation Maximization for Optimal Estimation of the Hidden Markov Model for Speech Signal Modeling. IEEE Trans. Syst. Man Cybern. Part B 39 (1) (2009)
Md. Shamsul Huda, John Yearwood, Roberto Togneri
A stochastic version of Expectation Maximization algorithm for better estimation of Hidden Markov Model. Pattern Recognit. Lett. 30 (14) (2009)
Shafiq Ahmad, Md. Shamsul Huda, Sujak Bakir, Mali Abdollahian, Panlop Zeephongsekul
Process Performance Evaluation Using Evolutionary Algorithm. IKE (2009)
Md. Shamsul Huda, John Yearwood, Ranadhir Ghosh
A Hybrid Algorithm for Estimation of the Parameters of Hidden Markov Model based Acoustic Modeling of Speech Signals using Constraint-Based Genetic Algorithm and Expectation Maximization. ACIS-ICIS (2007)
Md. Shamsul Huda, Ranadhir Ghosh, John Yearwood
A Variable Initialization Approach to the EM Algorithm for Better Estimation of the Parameters of Hidden Markov Model Based Acoustic Modeling of Speech Signals. ICDM (2006)