Iqbal H. Sarker

ORCID

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 124

Top Venues

Publications

Fatama Tuz Johora, Md Shahedul Islam Khan, Esrath Kanon, Mohammad Abu Tareq Rony, Md. Zubair, Iqbal H. Sarker
A Data-Driven Predictive Analysis on Cyber Security Threats with Key Risk Factors. CoRR (2024)
Md. Zubair, Helge Janicke, Ahmad Mohsin, Leandros Maglaras, Iqbal H. Sarker
Automated Sensor Node Malicious Activity Detection with Explainability Analysis. Sensors 24 (12) (2024)
Mohammad Amaz Uddin, Muhammad Nazrul Islam, Leandros Maglaras, Helge Janicke, Iqbal H. Sarker
ExplainableDetector: Exploring Transformer-based Language Modeling Approach for SMS Spam Detection with Explainability Analysis. CoRR (2024)
G. M. Sakhawat Hossain, Kaushik Deb, Helge Janicke, Iqbal H. Sarker
PDF Malware Detection: Toward Machine Learning Modeling With Explainability Analysis. IEEE Access 12 (2024)
Mohammad Hasan, Mohammad Shahriar Rahman, Helge Janicke, Iqbal H. Sarker
Detecting Anomalies in Blockchain Transactions using Machine Learning Classifiers and Explainability Analysis. CoRR (2024)
Iqbal H. Sarker
LLM potentiality and awareness: a position paper from the perspective of trustworthy and responsible AI modeling. Discov. Artif. Intell. 4 (1) (2024)
Md. Zubair, Md. Shahidul Salim, Mehrab Mustafy Rahman, Mohammad Jahid Ibna Basher, Shahin Imran, Iqbal H. Sarker
Agricultural Recommendation System based on Deep Learning: A Multivariate Weather Forecasting Approach. CoRR (2024)
Yagmur Yigit, Mohamed Amine Ferrag, Iqbal H. Sarker, Leandros A. Maglaras, Christos Chrysoulas, Naghmeh Moradpoor, Helge Janicke
Critical Infrastructure Protection: Generative AI, Challenges, and Opportunities. CoRR (2024)
Iqbal H. Sarker, Helge Janicke, Ahmad Mohsin, Asif Gill, Leandros Maglaras
Explainable AI for cybersecurity automation, intelligence and trustworthiness in digital twin: Methods, taxonomy, challenges and prospects. ICT Express 10 (4) (2024)
Mohammad Amaz Uddin, Iqbal H. Sarker
An Explainable Transformer-based Model for Phishing Email Detection: A Large Language Model Approach. CoRR (2024)
Khalid Saifullah, Mohammad Ibrahim Khan, Suhaima Jamal, Iqbal H. Sarker
Cyberbullying Text Identification based on Deep Learning and Transformer-based Language Models. EAI Endorsed Trans. Ind. Networks Intell. Syst. 11 (1) (2024)
Iqbal H. Sarker, Helge Janicke, Mohamed Amine Ferrag, Alsharif Abuadbba
Multi-aspect rule-based AI: Methods, taxonomy, challenges and directions towards automation, intelligence and transparent cybersecurity modeling for critical infrastructures. Internet Things 25 (2024)
Ahmad Mohsin, Helge Janicke, Adrian Wood, Iqbal H. Sarker, Leandros Maglaras, Naeem Janjua
Can We Trust Large Language Models Generated Code? A Framework for In-Context Learning, Security Patterns, and Code Evaluations Across Diverse LLMs. CoRR (2024)
Md. Rajib Hossain, Mohammed Moshiul Hoque, Nazmul H. Siddique, Iqbal H. Sarker
CovTiNet: Covid text identification network using attention-based positional embedding feature fusion. Neural Comput. Appl. 35 (18) (2023)
Abdullah As Sami, Saadman Sakib, Kaushik Deb, Iqbal H. Sarker
Improved YOLOv5-Based Real-Time Road Pavement Damage Detection in Road Infrastructure Management. Algorithms 16 (9) (2023)
Iqbal H. Sarker, Asif Irshad Khan, Yoosef B. Abushark, Fawaz Alsolami
Internet of Things (IoT) Security Intelligence: A Comprehensive Overview, Machine Learning Solutions and Research Directions. Mob. Networks Appl. 28 (1) (2023)
Khandaker Tayef Shahriar, Iqbal H. Sarker
Exploring a Hybrid Deep Learning Framework to Automatically Discover Topic and Sentiment in COVID-19 Tweets. CoRR (2023)
Iqbal H. Sarker
Multi-aspects AI-based modeling and adversarial learning for cybersecurity intelligence and robustness: A comprehensive overview. Secur. Priv. 6 (5) (2023)
Iqbal H. Sarker, Helge Janicke, Nazeeruddin Mohammad, Paul A. Watters, Surya Nepal
AI Potentiality and Awareness: A Position Paper from the Perspective of Human-AI Teaming in Cybersecurity. CoRR (2023)
Iqbal H. Sarker, Helge Janicke, Leandros A. Maglaras, Seyit Camtepe
Data-Driven Intelligence can Revolutionize Today's Cybersecurity World: A Position Paper. CoRR (2023)
Md. Ashiqur Rahman, Shuhena Salam Aonty, Kaushik Deb, Iqbal H. Sarker
Attention-Based Human Age Estimation from Face Images to Enhance Public Security. Data 8 (10) (2023)
Rony Chowdhury Ripan, Md. Moinul Islam, Hamed AlQahtani, Iqbal H. Sarker
Effectively predicting cyber-attacks through isolation forest learning-based outlier detection. Secur. Priv. 5 (3) (2022)
Nowshin Tasnim, Md. Musfique Anwar, Iqbal H. Sarker
A Stacked Ensemble Spyware Detection Model Using Hyper-Parameter Tuned Tree Based Classifiers. MIET (2) (2022)
Khandaker Tayef Shahriar, Md Musfique Anwar, Iqbal H. Sarker
Aspect Based Sentiment Analysis of COVID-19 Tweets Using Blending Ensemble of Deep Learning Models. MIET (1) (2022)
MD. Asif Iqbal, Avishek Das, Omar Sharif, Mohammed Moshiul Hoque, Iqbal H. Sarker
BEmoC: A Corpus for Identifying Emotion in Bengali Texts. SN Comput. Sci. 3 (2) (2022)
Md. Billal Hossain, Mohammad Shamsul Arefin, Iqbal H. Sarker, Md. Kowsher, Pranab Kumar Dhar, Takeshi Koshiba
CARAN: A Context-Aware Recency-Based Attention Network for Point-of-Interest Recommendation. IEEE Access 10 (2022)
Syed Md. Minhaz Hossain, Jayed Akbar Sumon, Md. Iftaker Alam, Khaleque Md. Aashiq Kamal, Anik Sen, Iqbal H. Sarker
Classifying Sentiments from Movie Reviews Using Deep Neural Networks. ICO (2022)
Mohammad Amaz Uddin, Khandaker Tayef Shahriar, Md. Mokammel Haque, Iqbal H. Sarker
Cyber-Attack Detection Through Ensemble-Based Machine Learning Classifier. MIET (2) (2022)
Sarmistha Sarna Gomasta, Aditi Dhali, Md Musfique Anwar, Iqbal H. Sarker
Query-oriented topical influential users detection for top-k trending topics in twitter. Appl. Intell. 52 (12) (2022)
Iqbal H. Sarker
Smart City Data Science: Towards data-driven smart cities with open research issues. Internet Things 19 (2022)
Md. Monirul Islam, Md. Rokunojjaman, Al Amin, Md. Nasim Akhtar, Iqbal H. Sarker
Diagnosis and Classification of Fetal Health Based on CTG Data Using Machine Learning Techniques. MIET (2) (2022)
Iqbal H. Sarker
AI-Based Modeling: Techniques, Applications and Research Issues Towards Automation, Intelligent and Smart Systems. SN Comput. Sci. 3 (2) (2022)
Uwaise Ibna Islam, Iqbal H. Sarker, Enamul Haque, Mohammed Moshiul Hoque
Predicting Individual Substance Abuse Vulnerability using Machine Learning Techniques. CoRR (2021)
Rony Chowdhury Ripan, Iqbal H. Sarker, Md Musfique Anwar, Md. Hasan Furhad, Fazle Rahat, Mohammed Moshiul Hoque, Muhammad Sarfraz
An Isolation Forest Learning Based Outlier Detection Approach for Effectively Classifying Cyber Anomalies. CoRR (2021)
Shayla Sharmin, Mohammed Moshiul Hoque, S. M. Riazul Islam, Md. Fazlul Kader, Iqbal H. Sarker
Development of Duplex Eye Contact Framework for Human-Robot Inter Communication. IEEE Access 9 (2021)
Khalid Ibn Zinnah Apu, Mohammed Moshiul Hoque, Iqbal H. Sarker
iMedMS: An IoT Based Intelligent Medication Monitoring System for Elderly Healthcare. ICO (2021)
Khandaker Tayef Shahriar, Iqbal H. Sarker, Muhammad Nazrul Islam, Mohammad Ali Moni
A Dynamic Topic Identification and Labeling Approach of COVID-19 Tweets. CoRR (2021)
Iqbal H. Sarker
Deep Learning: A Comprehensive Overview on Techniques, Taxonomy, Applications and Research Directions. SN Comput. Sci. 2 (6) (2021)
Iqbal H. Sarker
Deep Cybersecurity: A Comprehensive Overview from Neural Network and Deep Learning Perspective. SN Comput. Sci. 2 (3) (2021)
Badhan Chandra Das, Md Musfique Anwar, Md. Al-Amin Bhuiyan, Iqbal H. Sarker, Salem A. Alyami, Mohammad Ali Moni
Attribute Driven Temporal Active Online Community Search. IEEE Access 9 (2021)
Iqbal H. Sarker, Yoosef B. Abushark, Asif Irshad Khan, Md. Mottahir Alam, Raza Nowrozy
Mobile Deep Learning: Exploring Deep Neural Network for Predicting Context-Aware Smartphone Usage. SN Comput. Sci. 2 (3) (2021)
Avishek Das, Omar Sharif, Mohammed Moshiul Hoque, Iqbal H. Sarker
Emotion Classification in a Resource Constrained Language Using Transformer-based Approach. CoRR (2021)
Md. Rajib Hossain, Mohammed Moshiul Hoque, M. Ali Akber Dewan, Nazmul H. Siddique, Md. Nazmul Islam, Iqbal H. Sarker
Authorship Classification in a Resource Constraint Language Using Convolutional Neural Networks. IEEE Access 9 (2021)
Rony Chowdhury Ripan, Iqbal H. Sarker, Syed Md. Minhaz Hossain, Md Musfique Anwar, Raza Nowrozy, Mohammed Moshiul Hoque, Md. Hasan Furhad
A Data-Driven Heart Disease Prediction Model Through K-Means Clustering-Based Anomaly Detection. SN Comput. Sci. 2 (2) (2021)
Md. Rajib Hossain, Mohammed Moshiul Hoque, Nazmul H. Siddique, Iqbal H. Sarker
Bengali text document categorization based on very deep convolution neural network. Expert Syst. Appl. 184 (2021)
Iqbal H. Sarker
CyberLearning: Effectiveness analysis of machine learning security modeling to detect cyber-anomalies and multi-attacks. Internet Things 14 (2021)
Sazid Zaman Khan, Alan Colman, Iqbal H. Sarker
WikiServe: Using Wikipedia to Match IoT based Services for Situation Response. ICSIE (2021)
Syed Mohammad Minhaz Hossain, Jayed Akbar Sumon, Anik Sen, Md. Iftaker Alam, Khaleque Md. Aashiq Kamal, Hamed AlQahtani, Iqbal H. Sarker
Spam Filtering of Mobile SMS Using CNN-LSTM Based Deep Learning Model. HIS (2021)
Avishek Das, Omar Sharif, Mohammed Moshiul Hoque, Iqbal H. Sarker
Emotion Classification in a Resource Constrained Language Using Transformer-based Approach. NAACL-HLT (Student Research Workshop) (2021)
Iqbal H. Sarker, Mohammed Moshiul Hoque, Md Kafil Uddin, Tawfeeq Alsanoosy
Mobile Data Science and Intelligent Apps: Concepts, AI-Based Modeling and Research Directions. Mob. Networks Appl. 26 (1) (2021)
Iqbal H. Sarker
Machine Learning: Algorithms, Real-World Applications and Research Directions. SN Comput. Sci. 2 (3) (2021)
Iqbal H. Sarker, Md. Hasan Furhad, Raza Nowrozy
AI-Driven Cybersecurity: An Overview, Security Intelligence Modeling and Research Directions. SN Comput. Sci. 2 (3) (2021)
Md. Zubair, MD. Asif Iqbal, Avijeet Shil, Enamul Haque, Mohammed Moshiul Hoque, Iqbal H. Sarker
An Efficient K-means Clustering Algorithm for Analysing COVID-19. CoRR (2021)
Iqbal H. Sarker
Data Science and Analytics: An Overview from Data-Driven Smart Computing, Decision-Making and Applications Perspective. SN Comput. Sci. 2 (5) (2021)
Iqbal H. Sarker, Asif Irshad Khan, Yoosef B. Abushark, Fawaz Alsolami
Mobile Expert System: Exploring Context-Aware Machine Learning Rules for Personalized Decision-Making in Mobile Applications. Symmetry 13 (10) (2021)
Rubaiath E. Ulfath, Hamed AlQahtani, Mohammad Hammoudeh, Iqbal H. Sarker
Hybrid CNN-GRU Framework with Integrated Pre-trained Language Transformer for SMS Phishing Detection. ICFNDS (2021)
Iqbal H. Sarker
CyberLearning: Effectiveness Analysis of Machine Learning Security Modeling to Detect Cyber-Anomalies and Multi-Attacks. CoRR (2021)
Lamia Alam, Mohammed Moshiul Hoque, M. Ali Akber Dewan, Nazmul H. Siddique, Iñaki Rañó, Iqbal H. Sarker
Active Vision-Based Attention Monitoring System for Non-Distracted Driving. IEEE Access 9 (2021)
Sohrab Hossain, Dhiman Sarma, Rana Joyti Chakma, Wahidul Alam, Mohammed Moshiul Hoque, Iqbal H. Sarker
A Rule Based Expert System to Assess Coronary Artery Disease under Uncertainty. CoRR (2020)
Uwaise Ibna Islam, Iqbal H. Sarker, Enamul Haque, Mohammed Moshiul Hoque
Predicting Individual Substance Abuse Vulnerability Using Machine Learning Techniques. HIS (2020)
Eftekhar Hossain, Omar Sharif, Mohammed Moshiul Hoque, Iqbal H. Sarker
SentiLSTM: A Deep Learning Approach for Sentiment Analysis of Restaurant Reviews. CoRR (2020)
Iqbal H. Sarker, Alan Colman, Jun Han, A. S. M. Kayes, Paul A. Watters
CalBehav: A Machine Learning-Based Personalized Calendar Behavioral Model Using Time-Series Smartphone Data. Comput. J. 63 (7) (2020)
Iqbal H. Sarker, Yoosef B. Abushark, Asif Irshad Khan
ContextPCA: Predicting Context-Aware Smartphone Apps Usage Based On Machine Learning Techniques. Symmetry 12 (4) (2020)
Iqbal H. Sarker, Alan Colman, Jun Han, Asif Irshad Khan, Yoosef B. Abushark, Khaled Salah
BehavDT: A Behavioral Decision Tree Learning to Build User-Centric Context-Aware Predictive Model. Mob. Networks Appl. 25 (3) (2020)
Iqbal H. Sarker, A. S. M. Kayes, Shahriar Badsha, Hamed AlQahtani, Paul A. Watters, Alex Ng
Cybersecurity data science: an overview from machine learning perspective. J. Big Data 7 (1) (2020)
Muhammad Nazrul Islam, Toki Tahmid Inan, Suzzana Rafi, Syeda Sabrina Akter, Iqbal H. Sarker, A. K. M. Najmul Islam
A Survey on the Use of AI and ML for Fighting the COVID-19 Pandemic. CoRR (2020)
Md. Rajib Hossain, Mohammed Moshiul Hoque, Iqbal H. Sarker
Text Classification Using Convolution Neural Networks with FastText Embedding. HIS (2020)
Sohrab Hossain, Ahmed Abtahee, Imran Kashem, Mohammed Moshiul Hoque, Iqbal H. Sarker
Crime Prediction Using Spatio-Temporal Data. CoRR (2020)
Eftekhar Hossain, Omar Sharif, Mohammed Moshiul Hoque, Iqbal H. Sarker
SentiLSTM: A Deep Learning Approach for Sentiment Analysis of Restaurant Reviews. HIS (2020)
Iqbal H. Sarker, Md. Faisal Faruque, Hamed AlQahtani, Asra Kalim
K-Nearest Neighbor Learning based Diabetes Mellitus Prediction and Analysis for eHealth Services. EAI Endorsed Trans. Scalable Inf. Syst. 7 (26) (2020)
Hamed Alqahtani, Iqbal H. Sarker, Asra Kalim, Syed Md. Minhaz Hossain, Sheikh Ikhlaq, Sohrab Hossain
Cyber Intrusion Detection Using Machine Learning Classification Techniques. COMS2 (2020)
Md. Zubair, MD. Asif Iqbal, Avijeet Shil, Enamul Haque, Mohammed Moshiul Hoque, Iqbal H. Sarker
An Efficient K-Means Clustering Algorithm for Analysing COVID-19. HIS (2020)
Rony Chowdhury Ripan, Iqbal H. Sarker, Md. Hasan Furhad, Md Musfique Anwar, Mohammed Moshiul Hoque
An Effective Heart Disease Prediction Model Based on Machine Learning Techniques. HIS (2020)
Iqbal H. Sarker, Hamed AlQahtani, Fawaz Alsolami, Asif Irshad Khan, Yoosef B. Abushark, Mohammad Khubeb Siddiqui
Context pre-modeling: an empirical analysis for classification based user-centric context-aware predictive modeling. J. Big Data 7 (1) (2020)
Sohrab Hossain, Dhiman Sarma, Rana Jyoti Chakma, Wahidul Alam, Mohammed Moshiul Hoque, Iqbal H. Sarker
A Rule-Based Expert System to Assess Coronary Artery Disease Under Uncertainty. COMS2 (2020)
Iqbal H. Sarker, A. S. M. Kayes
ABC-RuleMiner: User behavioral rule-based machine learning method for context-aware intelligent services. J. Netw. Comput. Appl. 168 (2020)
Muhammad Nazrul Islam, Toki Tahmid Inan, Suzzana Rafi, Syeda Sabrina Akter, Iqbal H. Sarker, A. K. M. Najmul Islam
A Systematic Review on the Use of AI and ML for Fighting the COVID-19 Pandemic. IEEE Trans. Artif. Intell. 1 (3) (2020)
A. S. M. Kayes, Rudri Kalaria, Iqbal H. Sarker, Md. Saiful Islam, Paul A. Watters, Alex Ng, Mohammad Hammoudeh, Shahriar Badsha, Indika Kumara
A Survey of Context-Aware Access Control Mechanisms for Cloud and Fog Networks: Taxonomy and Open Research Issues. Sensors 20 (9) (2020)
Iqbal H. Sarker, Alan Colman, Jun Han, Asif Irshad Khan, Yoosef B. Abushark, Khaled Salah
BehavDT: A Behavioral Decision Tree Learning to Build User-Centric Context-Aware Predictive Model. CoRR (2020)
Iqbal H. Sarker, Yoosef B. Abushark, Fawaz Alsolami, Asif Irshad Khan
IntruDTree: A Machine Learning Based Cyber Security Intrusion Detection Model. Symmetry 12 (5) (2020)
Iqbal H. Sarker, A. S. M. Kayes, Md. Hasan Furhad, Mohammad Mainul Islam, Md. Shohidul Islam
E-MIIM: an ensemble-learning-based context-aware mobile telephony model for intelligent interruption management. AI Soc. 35 (2) (2020)
Fatima Jahara, Adrita Barua, Md. Asif Iqbal, Avishek Das, Omar Sharif, Mohammed Moshiul Hoque, Iqbal H. Sarker
Towards POS Tagging Methods for Bengali Language: A Comparative Analysis. ICO (2020)
Sohrab Hossain, Ahmed Abtahee, Imran Kashem, Mohammed Moshiul Hoque, Iqbal H. Sarker
Crime Prediction Using Spatio-Temporal Data. COMS2 (2020)
Md. Faisal Faruque, Asaduzzaman Asaduzzaman, Syed Md. Minhaz Hossain, Md. Hasan Furhad, Iqbal H. Sarker
Predicting Diabetes Mellitus and Analysing Risk-Factors Correlation. EAI Endorsed Trans. Pervasive Health Technol. 5 (20) (2020)
Syed Md. Minhaz Hossain, Md. Monjur Morhsed Tanjil, Mohammed Abser Bin Ali, Mohammad Zihadul Islam, Md. Saiful Islam, Sabrina Mobassirin, Iqbal H. Sarker, S. M. Riazul Islam
Rice Leaf Diseases Recognition Using Convolutional Neural Networks. ADMA (2020)
Rony Chowdhury Ripan, Iqbal H. Sarker, Md Musfique Anwar, Md. Hasan Furhad, Fazle Rahat, Mohammed Moshiul Hoque, Muhammad Sarfraz
An Isolation Forest Learning Based Outlier Detection Approach for Effectively Classifying Cyber Anomalies. HIS (2020)
Iqbal H. Sarker, A. S. M. Kayes, Paul A. Watters
Effectiveness analysis of machine learning classification models for predicting personalized context-aware smartphone usage. J. Big Data 6 (2019)
Iqbal H. Sarker
Mining individualized context-dependent behavioral rules from smartphone data. J. Ambient Intell. Smart Environ. 11 (4) (2019)
Iqbal H. Sarker, Alan Colman, Jun Han, A. S. M. Kayes, Paul A. Watters
CalBehav: A Machine Learning based Personalized Calendar Behavioral Model using Time-Series Smartphone Data. CoRR (2019)
Iqbal H. Sarker
Research issues in mining user behavioral rules for context-aware intelligent mobile applications. Iran J. Comput. Sci. 2 (1) (2019)
Iqbal H. Sarker
A machine learning based robust prediction model for real-life mobile phone data. Internet Things 5 (2019)
Iqbal H. Sarker, Alan Colman, Jun Han
RecencyMiner: mining recency-based personalized behavior from contextual smartphone data. J. Big Data 6 (2019)
Iqbal H. Sarker, A. S. M. Kayes, Md. Hasan Furhad, Mohammad Mainul Islam, Md. Shohidul Islam
E-MIIM: An Ensemble Learning based Context-Aware Mobile Telephony Model for Intelligent Interruption Management. CoRR (2019)
Iqbal H. Sarker
Exploiting Data-Centric Social Context in Phone Call Prediction: A Machine Learning based Study. EAI Endorsed Trans. Scalable Inf. Syst. 6 (20) (2019)
Md. Faisal Faruque, Asaduzzaman, Iqbal H. Sarker
Performance Analysis of Machine Learning Techniques to Predict Diabetes Mellitus. CoRR (2019)
Iqbal H. Sarker
A Machine Learning based Robust Prediction Model for Real-life Mobile Phone Data. CoRR (2019)
Iqbal H. Sarker, Khaled Salah
AppsPred: Predicting Context-Aware Smartphone Apps using Random Forest Learning. CoRR (2019)
Iqbal H. Sarker, Khaled Salah
AppsPred: Predicting context-aware smartphone apps using random forest learning. Internet Things 8 (2019)
Iqbal H. Sarker
Context-aware rule learning from smartphone data: survey, challenges and future directions. J. Big Data 6 (2019)
Iqbal H. Sarker
Understanding the Role of Data-Centric Social Context in Personalized Mobile Applications. CoRR (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Iqbal H. Sarker