Scholar
Rafiqul Islam
Google Scholar ID: 60MEG0oAAAAJ
A/Professor in Computing, Charles Sturt University
Cyber security
Network Security
Malware
Data mining
Cluster 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
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
Co-authors
3 total
Professor Junbin Gao
Discipline of Business Analytics in Business School, The University of Sydney
Wanlei Zhou
Professor, City University of Macau, Macao
Abdun Mahmood
Associate Professor of Computer Science and IT, La Trobe University, Melbourne
