Rafiqul Islam
Scholar

Rafiqul Islam

Google Scholar ID: 60MEG0oAAAAJ
A/Professor in Computing, Charles Sturt University
Cyber securityNetwork SecurityMalwareData miningCluster Classification
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Citations & Impact
All-time
Citations
6,669
 
H-index
38
 
i10-index
123
 
Publications
20
 
Co-authors
9
list available
Contact
No contact links provided.
Publications
8 items
Hybrid Machine Learning Framework for Herd-Level Cattle Growth Pattern and Weight Gain Forecasting in Grazing-Based Production Systems
2026
Cited
0
Open-World Darknet Traffic Recognition Under Leave-One-Service-Out Evaluation
2026
Cited
0
Behavioral Information Leakage in Darknet Traffic: A Multi-Channel Analysis Across Anonymity Networks
2026
Cited
0
SA-DRL: Security-Aware Deep Reinforcement Learning for Ransomware Detection with Asymmetric Reward Design
2026
Cited
0
Auditable Machine Unlearning for Privacy-Compliant Ransomware Detection Using Multi-Shard SISA and Deep Reinforcement Learning
2026
Cited
0
DSTAN-Med: Dual-Channel Spatiotemporal Attention with Physiological Plausibility Filtering for False Data Injection Attack Detection in IoT-Based Medical Devices
2026
Cited
0
TL-RL-FusionNet: An Adaptive and Efficient Reinforcement Learning-Driven Transfer Learning Framework for Detecting Evolving Ransomware Threats
2026
Cited
0
Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection
2026
Cited
0
Resume (English only)
Co-authors
9 total
Co-author 1
Co-author 1
Professor Junbin Gao
Professor Junbin Gao
Discipline of Business Analytics in Business School, The University of Sydney
Co-author 3
Co-author 3
Wanlei Zhou
Wanlei Zhou
Professor, City University of Macau, Macao
Co-author 5
Co-author 5
Abdun Mahmood
Abdun Mahmood
Associate Professor of Computer Science and IT, La Trobe University, Melbourne
Co-author 7
Co-author 7
Co-author 8
Co-author 8