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Rafiqul Islam

Charles Sturt University

27H-index
251Paper Count
3.8KCitation Count
Published Papers 35
Publication Date
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TL-RL-FusionNet: Reinforcement Learning-Guided Residual MLP with Fused CNN Embeddings for Efficient and Adaptive Ransomware Detection
errSensors
IF3.5
err2026-07-29
err0
errOAAI
errJannatul Ferdous; Rafiqul Islam; Arash Mahboubi; Md Zahidul Islam
errShare
errSave
Ensemble-Based Adversarial Defense with Dynamic Model Selection for Intrusion Detection Systems
errInternet of Things
IF7.6
err2026-05-08
err0
errOAAI
errMd Mehedi Hasan; Rafiqul Islam; Quazi Mamun; Md Zahidul Islam; Junbin Gao
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errSave
Oral Ulcers and Associated Factors in Patients with Type 2 Diabetes Mellitus: A Cross-Sectional Study in the Bangladesh Population
errORAL-HEALTH DISEASES THERAPIES AND TECHNOLOGIES
IF0
err2026-05-08
err0
errOAAI
errSadia, Salma; Trina, Israt Jahan; Mahmud, Wakar; Habiba, Umme; Haque, Samiul; Sharower, Golam; Tomokiyo, Atsushi; Islam, Rafiqul
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errSave
Artificial intelligence in cybersecurity and education: A bibliometric review of emerging trends and research frontiers
errSustainable Futures
IF4.9
err2026-04-02
err0
errOAAI
errRafiqul Islam; Gokhan Yildirim; Ataur Rahman; Md Sarwar Kamal
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errSave
Ultrastructural Evaluation of Newly Formed Dentine After Direct Pulp Capping With Mineral Trioxide Aggregate and Calcium Hydroxide Using Focused Ion Beam Scanning Electron Microscopy and Stimulated Emission Depletion
errInternational Endodontic Journal
IF7.1
err2026-03-17
err0
PREAI
errBu'er Qi; Yu Toida; Rafiqul Islam; Md Refat Readul Islam; Kenta Tsuchiya; Yuan Yuan; Hidehiko Sano; Tomoka Hasegawa; Monica Yamauti; Atsushi Tomokiyo
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errSave
Mob-based cattle weight gain forecasting using ML models
errSmart Agricultural Technology
IF5.7
err2025-09-08
err0
errOAAI
errMuhammad Riaz Hasib Hossain; Md Rafiqul Islam; S.R. McGrath; Md Zahidul Islam; David Lamb
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errSave
The relationship between bond strengths and hardness tests of resin cements
errInternational Journal of Adhesion and Adhesives
IF3.5
err2025-08-10
err0
PREAI
errYu Toida; Md Refat Readul Islam; Kenta Tsuchiya; Rafiqul Islam; Shuhei Hoshika; Hidehiko Sano; Atsushi Tomokiyo
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errSave
A Survey on ML Techniques for Multi-Platform Malware Detection: Securing PC, Mobile Devices, IoT, and Cloud Environments
errSENSORS
IF3.5
err2025-02-13
err0
errOAAI
errFerdous, Jannatul; Islam, Rafiqul; Mahboubi, Arash; Islam, Md Zahidul
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errSave
Agriculture 4.0 and beyond: Evaluating cyber threat intelligence sources and techniques in smart farming ecosystems
errCOMPUTERS & SECURITY
IF5.4
err2024-05-01
err9
errOAAI
errBui, Hang Thanh; Aboutorab, Hamed; Mahboubi, Arash; Gao, Yansong; Sultan, Nazatul Haque; Chauhan, Aufeef; Parvez, Mohammad Zavid; Bewong, Michael; Islam, Rafiqul; Islam, Zahid; Camtepe, Seyit A.; Gauravaram, Praveen; Singh, Dineshkumar; Babar, M. Ali; Yan, Shihao
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errSave
Darknet Traffic Analysis: A Systematic Literature Review
errIEEE ACCESS
IF3.6
err2024-01-01
err3
errOAAI
errSaleem, Javeriah; Islam, Rafiqul; Islam, Md. Zahidul
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errSave
AI-Based Ransomware Detection: A Comprehensive Review
errIEEE ACCESS
IF3.6
err2024-01-01
err4
errOAAI
errFerdous, Jannatul; Islam, Rafiqul; Mahboubi, Arash; Islam, Md Zahidul
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errSave
Ransomware Detection Using Machine Learning: A Review, Research Limitations and Future Directions
errIEEE ACCESS
IF3.6
err2024-01-01
err7
errOAAI
errIspahany, Jamil; Islam, Md. Rafiqul; Islam, Md. Zahidul; Khan, M. Arif
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errSave
Enhancing IoT Security: An Innovative Key Management System for Lightweight Block Ciphers
errSENSORS
IF3.5
err2023-09-05
err4
errOAAI
errRana, Muhammad; Mamun, Quazi; Islam, Rafiqul
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errSave
Deep learning models for human age prediction to prevent, treat and extend life expectancy: DCPV taxonomy
errMULTIMEDIA TOOLS AND APPLICATIONS
IF3
err2023-05-29
err0
PREAI
errAlsadoon, Abeer; Al-Naymat, Ghazi; Islam, Md Rafiqul
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errSave
A Review of State-of-the-Art Malware Attack Trends and Defense Mechanisms
errIEEE ACCESS
IF3.6
err2023-01-01
err15
errOAAI
errFerdous, Jannatul; Islam, Rafiqul; Mahboubi, Arash; Islam, Md. Zahidul
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errSave
On the Development of a Protection Profile Module for Encryption Key Management Components
errIEEE ACCESS
IF3.6
err2023-01-01
err0
errOAAI
errSun, Nan; Li, Chang-Tsun; Chan, Hin; Islam, Md Zahidul; Islam, Md Rafiqul; Armstrong, Warren
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errSave
Darknet Traffic Analysis: Investigating the Impact of Modified Tor Traffic on Onion Service Traffic Classification
errIEEE ACCESS
IF3.6
err2023-01-01
err2
errOAAI
errKarunanayake, Ishan; Ahmed, Nadeem; Malaney, Robert; Islam, Rafiqul; Jha, Sanjay K.
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errSave
A Review of Methodologies for Fake News Analysis
errIEEE ACCESS
IF3.6
err2023-01-01
err9
errOAAI
errTajrian, Mehedi; Rahman, Azizur; Kabir, Muhammad Ashad; Islam, Md. Rafiqul
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Dependable Intrusion Detection System for IoT: A Deep Transfer Learning Based Approach
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2023-01-01
err54
errOAAI
errMehedi, Sk Tanzir; Anwar, Adnan; Rahman, Ziaur; Ahmed, Kawsar; Islam, Rafiqul
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errSave
Lightweight cryptography in IoT networks: A survey
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2022-04-01
err65
PREAI
errRana, Muhammad; Mamun, Quazi; Islam, Rafiqul
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errSave

Research Directions

No research directions
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Giancarlo Fortino
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Hidehiko Sano
H-index: 73 · Papers: 346
M
Mohammad Mehedi Hassan
H-index: 70 · Papers: 537
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