Md. Shamsul Huda

44 papers A* 1B 2C 2Misc 1Journal 34Unranked 4
YearRankTypeTitle / Venue / Authors
2021 J jnl
A Robust Deep-Learning-Enabled Trust-Boundary Protection for Adversarial Industrial IoT Environment.
IEEE Internet Things J.
Mohammad Mehedi Hassan, Md. Rafiul Hassan, Md. Shamsul Huda, Victor Hugo C. de Albuquerque
2021 J jnl
A predictive intelligence approach to classify brain-computer interface based eye state for smart living.
Appl. Soft Comput.
Mohammad Mehedi Hassan, Md. Rafiul Hassan, Md. Shamsul Huda, Md. Zia Uddin, Abdu Gumaei, Ahmed Alsanad
2021 J jnl
An Adaptive Trust Boundary Protection for IIoT Networks Using Deep-Learning Feature-Extraction-Based Semisupervised Model.
IEEE Trans. Ind. Informatics
Mohammad Mehedi Hassan, Md. Shamsul Huda, Shaila Sharmeen, Jemal H. Abawajy, Giancarlo Fortino
2021 J jnl
An Efficient, Hybrid Authentication Using ECG and Lightweight Cryptographic Scheme for WBAN.
IEEE Access
Zia ur Rehman, Saud Altaf, Shafiq Ahmad, Md. Shamsul Huda, Adel Al-Shayea, Sofia Iqbal
2021 J jnl
An Unsupervised Model for Identifying and Characterizing Dark Web Forums.
IEEE Access
Saiba Nazah, Md. Shamsul Huda, Jemal H. Abawajy, Mohammad Mehedi Hassan
2021 J jnl
Improving malicious PDF classifier with feature engineering: A data-driven approach.
Future Gener. Comput. Syst.
Ahmed Falah, Lei Pan, Md. Shamsul Huda, Shiva Raj Pokhrel, Adnan Anwar
2020 J jnl
A robust cyberattack detection approach using optimal features of SCADA power systems in smart grids.
Appl. Soft Comput.
Abdu Gumaei, Mohammad Mehedi Hassan, Md. Shamsul Huda, Md. Rafiul Hassan, David Camacho, Javier Del Ser, Giancarlo Fortino
2020 J jnl
A system call refinement-based enhanced Minimum Redundancy Maximum Relevance method for ransomware early detection.
J. Netw. Comput. Appl.
Yahye Abukar Ahmed, Baris Koçer, Md. Shamsul Huda, Bander Ali Saleh Al-rimy, Mohammad Mehedi Hassan
2020 J jnl
An adaptive framework against android privilege escalation threats using deep learning and semi-supervised approaches.
Appl. Soft Comput.
Shaila Sharmeen, Md. Shamsul Huda, Jemal H. Abawajy, Mohammad Mehedi Hassan
2020 J jnl
Avoiding Future Digital Extortion Through Robust Protection Against Ransomware Threats Using Deep Learning Based Adaptive Approaches.
IEEE Access
Shaila Sharmeen, Yahye Abukar Ahmed, Md. Shamsul Huda, Baris Koçer, Mohammad Mehedi Hassan
2020 J jnl
Evolution of Dark Web Threat Analysis and Detection: A Systematic Approach.
IEEE Access
Saiba Nazah, Md. Shamsul Huda, Jemal H. Abawajy, Mohammad Mehedi Hassan
2020 J jnl
Increasing the Trustworthiness in the Industrial IoT Networks Through a Reliable Cyberattack Detection Model.
IEEE Trans. Ind. Informatics
Mohammad Mehedi Hassan, Abdu Gumaei, Md. Shamsul Huda, Ahmad Almogren
2019 J jnl
Automatic extraction and integration of behavioural indicators of malware for protection of cyber-physical networks.
Future Gener. Comput. Syst.
Md. Shamsul Huda, Jemal H. Abawajy, Baker Al-Rubaie, Lei Pan, Mohammad Mehedi Hassan
2019 J jnl
Human emotion recognition using deep belief network architecture.
Inf. Fusion
Mohammad Mehedi Hassan, Md. Golam Rabiul Alam, Md. Zia Uddin, Md. Shamsul Huda, Ahmad Almogren, Giancarlo Fortino
2018 J jnl
A Framework for Software Defect Prediction and Metric Selection.
IEEE Access
Md. Shamsul Huda, Sultan Alyahya, Md. Mohsin Ali, Shafiq Ahmad, Jemal H. Abawajy, Hmood Al-Dossari, John Yearwood
2018 J jnl
A hybrid-multi filter-wrapper framework to identify run-time behaviour for fast malware detection.
Future Gener. Comput. Syst.
Md. Shamsul Huda, Md. Rafiqul Islam, Jemal H. Abawajy, John Yearwood, Mohammad Mehedi Hassan, Giancarlo Fortino
2018 J jnl
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.
Md. Shamsul Huda, Md. Suruz Miah, John Yearwood, Sultan Alyahya, Hmood Al-Dossari, Robin Doss
2018 J jnl
An Ensemble Oversampling Model for Class Imbalance Problem in Software Defect Prediction.
IEEE Access
Md. Shamsul Huda, Kevin Liu, Mohamed Abdelrazek, Amani S. Ibrahim, Sultan Alyahya, Hmood Al-Dossari, Shafiq Ahmad
2018 J jnl
Human Activity Recognition from Body Sensor Data using Deep Learning.
J. Medical Syst.
Mohammad Mehedi Hassan, Md. Shamsul Huda, Md. Zia Uddin, Ahmad Almogren, Majed A. AlRubaian
2018 J jnl
Identifying cyber threats to mobile-IoT applications in edge computing paradigm.
Future Gener. Comput. Syst.
Jemal H. Abawajy, Md. Shamsul Huda, Shaila Sharmeen, Mohammad Mehedi Hassan, Ahmad Almogren
2018 J jnl
Malware Threats and Detection for Industrial Mobile-IoT Networks.
IEEE Access
Shaila Sharmeen, Md. Shamsul Huda, Jemal H. Abawajy, Walaa N. Ismail, Mohammad Mehedi Hassan
2018 J jnl
Multistage fusion approaches based on a generative model and multivariate exponentially weighted moving average for diagnosis of cardiovascular autonomic nerve dysfunction.
Inf. Fusion
Mohammad Mehedi Hassan, Md. Shamsul Huda, John Yearwood, Herbert F. Jelinek, Ahmad Almogren
2018 J jnl
Securing the operations in SCADA-IoT platform based industrial control system using ensemble of deep belief networks.
Appl. Soft Comput.
Md. Shamsul Huda, John Yearwood, Mohammad Mehedi Hassan, Ahmad Almogren
2017 J jnl
A fast malware feature selection approach using a hybrid of multi-linear and stepwise binary logistic regression.
Concurr. Comput. Pract. Exp.
Md. Shamsul Huda, Jemal H. Abawajy, Mali Abdollahian, Md. Rafiqul Islam, John Yearwood
2017 J jnl
A parallel framework for software defect detection and metric selection on cloud computing.
Clust. Comput.
Md. Mohsin Ali, Md. Shamsul Huda, Jemal H. Abawajy, Sultan Alyahya, Hmood Al-Dossari, John Yearwood
2017 J jnl
Defending unknown attacks on cyber-physical systems by semi-supervised approach and available unlabeled data.
Inf. Sci.
Md. Shamsul Huda, Md. Suruz Miah, Mohammad Mehedi Hassan, Md. Rafiqul Islam, John Yearwood, Majed A. AlRubaian, Ahmad Almogren
2016 J jnl
A Hybrid Feature Selection With Ensemble Classification for Imbalanced Healthcare Data: A Case Study for Brain Tumor Diagnosis.
IEEE Access
Md. Shamsul Huda, John Yearwood, Herbert F. Jelinek, Mohammad Mehedi Hassan, Giancarlo Fortino, Michael Buckland
2016 J jnl
Hybrids of support vector machine wrapper and filter based framework for malware detection.
Future Gener. Comput. Syst.
Md. Shamsul Huda, Jemal H. Abawajy, Mamoun Alazab, Mali Abdollahian, Md. Rafiqul Islam, John Yearwood
2014 J jnl
A Hybrid Wrapper-Filter Approach for Malware Detection.
J. Networks
Mamoun Alazab, Md. Shamsul Huda, Jemal H. Abawajy, Md. Rafiqul Islam, John Yearwood, Sitalakshmi Venkatraman, Roderic Broadhurst
2014 J jnl
A hybrid wrapper-filter approach to detect the source(s) of out-of-control signals in multivariate manufacturing process.
Eur. J. Oper. Res.
Md. Shamsul Huda, Mali Abdollahian, Musa A. Mammadov, John Yearwood, Shafiq Ahmad, Ibrahim A. Sultan
2014 J jnl
Hybrid Metaheuristic Approaches to the Expectation Maximization for Estimation of the Hidden Markov Model for Signal Modeling.
IEEE Trans. Cybern.
Md. Shamsul Huda, John Yearwood, Roberto Togneri
2013 J jnl
An approach for Ewing test selection to support the clinical assessment of cardiac autonomic neuropathy.
Artif. Intell. Medicine
Andrew Stranieri, Jemal H. Abawajy, Andrei V. Kelarev, Md. Shamsul Huda, Morshed U. Chowdhury, Herbert F. Jelinek
2011 — conf
A Reinforcement Learning Approach with Spline-Fit Object Tracking for AIBO Robot's High Level Decision Making.
SNPD (Selected Papers)
Subhasis Mukherjee, Md. Shamsul Huda, John Yearwood
2011 — conf
Hybrid Wrapper-filter Aapproaches for Input Feature Selection using Maximum relevance-Minimum redundancy and Artificial Neural Network Input Gain Measurement Approximation (ANNIGMA).
ACSC
Md. Shamsul Huda, John Yearwood, Andrew Stranieri
2011 C conf
Reinforcement Learning Approach to AIBO Robot's Decision Making Process in Robosoccer's Goal Keeper Problem.
SNPD
Subhasis Mukherjee, John Yearwood, Peter Vamplew, Md. Shamsul Huda
2011 C conf
Smart RFID Reader Protocol for Malware Detection.
SNPD
Biplob R. Ray, Md. Shamsul Huda, Morshed U. Chowdhury
2010 B conf
Cluster Based Rule Discovery Model for Enhancement of Government's Tobacco Control Strategy.
NSS
Md. Shamsul Huda, John Yearwood, Ron Borland
2010 B conf
Hybrid Wrapper-Filter Approaches for Input Feature Selection Using Maximum Relevance and Artificial Neural Network Input Gain Measurement Approximation (ANNIGMA).
NSS
Md. Shamsul Huda, John Yearwood, Andrew Stranieri
2010 — conf
Smokers' Characteristics and Cluster Based Quitting Rule Discovery Model for Enhancement of Government's Tobacco Control Systems.
PACIS
Md. Shamsul Huda, John Yearwood, Ron Borland
2009 J jnl
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
Md. Shamsul Huda, John Yearwood, Roberto Togneri
2009 J jnl
A stochastic version of Expectation Maximization algorithm for better estimation of Hidden Markov Model.
Pattern Recognit. Lett.
Md. Shamsul Huda, John Yearwood, Roberto Togneri
2009 Misc conf
Process Performance Evaluation Using Evolutionary Algorithm.
IKE
Shafiq Ahmad, Md. Shamsul Huda, Sujak Bakir, Mali Abdollahian, Panlop Zeephongsekul
2007 — conf
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
Md. Shamsul Huda, John Yearwood, Ranadhir Ghosh
2006 A* conf
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
Md. Shamsul Huda, Ranadhir Ghosh, John Yearwood