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I

Iqbal H. Sarker

edith cowan university

45H-index
252Paper Count
1.6WCitation Count
Published Papers 34
Publication Date
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XNFT: Explainable Network Flow Transformer for Transparent Detection of DDoS Attacks in Real-World Networks
errComputer Networks
IF4.6
err2026-03-21
err0
PREAI
errAmal Ajayan; G. Kirubavathi; Iqbal H. Sarker
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errSave
Graph Convolution Neural Network and Deep Q-Network Optimization-Based Intrusion Detection with Explainability Analysis
errSensors
IF3.5
err2026-02-27
err0
errOAAI
errKelvin Mwiga; Mussa Dida; Leandros Maglaras; Ahmad Mohsin; Helge Janicke; Iqbal H. Sarker
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errSave
A Generative AI Method for Minority Class Handling in Anomaly Detection with Drift and Explainability Analysis
errNew Generation Computing
IF2.8
err2026-02-10
err0
errOAAI
errMwiga, Kelvin J.; Dida, Mussa A.; Mohsin, Ahmad; Sarker, Iqbal H.
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errSave
An Explainable Transformer-based Model for Phishing Email Detection: A Large Language Model Approach
errComputer Networks
IF4.6
err2026-01-28
err0
errOAAI
errMohammad Amaz Uddin; Md Mahiuddin; Iqbal H. Sarker
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errSave
DistilXIDS: Efficient, lightweight and explainable transformer-based language model for real-time network intrusion detection
errNeurocomputing
IF6.5
err2025-12-13
err0
PREAI
errAmal Ajayan; G. Kirubavathi; Iqbal H. Sarker
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errSave
Mitigating malware prevalence in networks with arbitrary topologies: a Flip-It cyber game approach integrated with epidemic modeling
errINFORMATION SCIENCES
IF6.8
err2025-10-01
err0
errOAAI
errJafar, Mousa Tayseer; Yang, Lu-Xing; Li, Gang; Doss, Robin; Mouzakis, Kon; Vasa, Rajesh; Janicke, Helge; Ibrahim, Ahmed; Mohsin, Ahmed; Sarker, Iqbal H.; Moore, Kristen; Camtepe, Seyit; Goel, Diksha
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ExplainableDetector: exploring transformer-based language modeling approach for SMS spam detection with explainability analysis
errDigital Communications and Networks
IF7.5
err2025-07-18
err0
errOAAI
errMohammad Amaz Uddin; Muhammad Nazrul Islam; Leandros Maglaras; Helge Janicke; Iqbal H. Sarker
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errSave
Generative AI and LLMs for Critical Infrastructure Protection: Evaluation Benchmarks, Agentic AI, Challenges, and Opportunities
errSENSORS
IF3.5
err2025-03-07
err0
errOAAI
errYigit, Yagmur; Ferrag, Mohamed Amine; Ghanem, Mohamed C.; Sarker, Iqbal H.; Maglaras, Leandros A.; Chrysoulas, Christos; Moradpoor, Naghmeh; Tihanyi, Norbert; Janicke, Helge
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errSave
RETRACTION: Query-oriented topical influential users detection for top-k trending topics in twitter
errAPPLIED INTELLIGENCE
IF3.5
err2024-12-13
err0
errOAAI
errGomasta, Sarmistha Sarna; Dhali, Aditi; Anwar, Md Musfique; Sarker, Iqbal H.
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errSave
Detecting anomalies in blockchain transactions using machine learning classifiers and explainability analysis
errBLOCKCHAIN-RESEARCH AND APPLICATIONS
IF5.6
err2024-09-01
err1
errOAAI
errHasan, Mohammad; Rahman, Mohammad Shahriar; Janicke, Helge; Sarker, Iqbal H.
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errSave
Explainable AI for cybersecurity automation, intelligence and trustworthiness in digital twin: Methods, taxonomy, challenges and prospects
errICT EXPRESS
IF4.2
err2024-08-01
err13
errOAAI
errSarker, Iqbal H.; Janicke, Helge; Mohsin, Ahmad; Gill, Asif; Maglaras, Leandros
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errSave
Automated Sensor Node Malicious Activity Detection with Explainability Analysis
errSENSORS
IF3.5
err2024-06-07
err2
errOAAI
errZubair, Md; Janicke, Helge; Mohsin, Ahmad; Maglaras, Leandros; Sarker, Iqbal H.
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errSave
Exploring post-COVID-19 health effects and features with advanced machine learning techniques
errSCIENTIFIC REPORTS
IF3.9
err2024-04-30
err5
errOAAI
errIslam, Muhammad Nazrul; Islam, Md Shofiqul; Shourav, Nahid Hasan; Rahman, Iftiaqur; Al Faisal, Faiz; Islam, Md Motaharul; Sarker, Iqbal H.
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errSave
Multi-aspect rule-based AI: Methods, taxonomy, challenges and directions towards automation, intelligence and transparent cybersecurity modeling for critical infrastructures
errINTERNET OF THINGS
IF7.6
err2024-04-01
err10
errOAAI
errSarker, Iqbal H.; Janicke, Helge; Ferrag, Mohamed Amine; Abuadbba, Alsharif
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errSave
AI-Analyst: An AI-Assisted SDLC Analysis Framework for Business Cost Optimization
errIEEE ACCESS
IF3.6
err2024-01-01
err4
errOAAI
errFaruqui, Nuruzzaman; Thatoi, Priyabrata; Choudhary, Rohit; Roncevic, Ivana; Alqahtani, Hamed; Sarker, Iqbal H.; Khanam, Shapla
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errSave
PDF Malware Detection: Toward Machine Learning Modeling With Explainability Analysis
errIEEE ACCESS
IF3.6
err2024-01-01
err1
errOAAI
errHossain, G. M. Sakhawat; Deb, Kaushik; Janicke, Helge; Sarker, Iqbal H.
errShare
errSave
Smart City Data Science: Towards data-driven smart cities with open research issues
errINTERNET OF THINGS
IF7.6
err2022-08-01
err58
errOAAI
errSarker, Iqbal H.
errShare
errSave
Query-oriented topical influential users detection for top-k trending topics in twitter
errAPPLIED INTELLIGENCE
IF3.5
err2022-05-25
err3
PREAI
errGomasta, Sarmistha Sarna; Dhali, Aditi; Anwar, Md Musfique; Sarker, Iqbal H.
errShare
errSave
CARAN: A Context-Aware Recency-Based Attention Network for Point-of-Interest Recommendation
errIEEE ACCESS
IF3.6
err2022-01-01
err11
errOAAI
errHossain, Md Billal; Arefin, Mohammad Shamsul; Sarker, Iqbal H.; Kowsher, Md; Dhar, Pranab Kumar; Koshiba, Takeshi
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errSave
Bengali text document categorization based on very deep convolution neural network
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2021-12-01
err15
errOAAI
errHossain, Md. Rajib; Hoque, Mohammed Moshiul; Siddique, Nazmul; Sarker, Iqbal H.
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errSave

Research Directions

No research directions
Co-authors
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Mohammad Hammoudeh
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Mohamed Amine Ferrag
H-index: 46 · Papers: 223
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