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Rafiqul Islam

Charles Sturt University

Panorama Avenue

Bathurst, 2678

Australia

SCHOLARLY PAPERS

8

DOWNLOADS

1,165

TOTAL CITATIONS

5

Scholarly Papers (8)

Adversarial Attacks on Deep Learning-based Network Intrusion Detection Systems: A Taxonomy and Review

Number of pages: 30 Posted: 19 Feb 2025
Charles Sturt University, Charles Sturt University, Charles Sturt University, Charles Sturt University and The University of Sydney
Downloads 387 (199,310)
Citation 1

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Adversarial Attacks on Deep Learning-Based Network Intrusion Detection Systems: A Taxonomy and Review

Number of pages: 40 Posted: 13 Jun 2024
Charles Sturt University, Charles Sturt University, Charles Sturt University, Charles Sturt University and The University of Sydney
Downloads 235 (325,133)
Citation 2

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Adversarial Attack, NIDS, NIDS Tool, Machine Learning, deep learning, Benchmark Dataset

2.

A Comprehensive Survey on AI-enabled Secure Social Industrial Internet of Things in the Agri-Food Supply Chain

Number of pages: 32 Posted: 14 Jan 2025 Last Revised: 12 Jun 2025
Charles Sturt University, Charles Sturt University, Charles Sturt University, Charles Sturt University, Charles Sturt University and Charles Sturt University
Downloads 139 (527,599)
Citation 1

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Agri-food industry, supply chain, AI, Industrial IoT, Cyber Security, Social Security.

3.

A Key Management Scheme for Lightweight Block Cipher in Iot Networks

Number of pages: 13 Posted: 09 Sep 2022
Muhammad Rana, Quazi Mamun and Rafiqul Islam
affiliation not provided to SSRN, Charles Sturt University and Charles Sturt University
Downloads 107 (654,668)

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Key Management, Pre-distribution, Partial Key, Lightweight Cryptography, Block cipher, Internet of things (IoT), security

4.

Agriculture 4.0 and Beyond: Evaluating Cyber Threat Intelligence Sources and Techniques in Smart Farming Ecosystems

Number of pages: 52 Posted: 04 Jan 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, Charles Sturt University, CSIRO Data61, CSIRO Data61, The University of Adelaide, affiliation not provided to SSRN, Charles Sturt University, Charles Sturt University, Charles Sturt University, Government of the Commonwealth of Australia - Data61, Tata Consultancy Services, Tata Consultancy Services, University of Adelaide and Edith Cowan University
Downloads 80 (816,709)
Citation 1

Abstract:

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Cyber Threat Intelligence (CTI), Systematic Literature Review, virtual Chief Information Security Officer (vCISO), Agriculture 4.0, Smart Farming Infrastructures (SFIs)

5.

Adaptive Multi-View Transformer Ensemble for Intrusion Detection: Addressing Data Imbalance and Enhancing Attack Classification

Number of pages: 49 Posted: 16 Jul 2025
Charles Sturt University, Charles Sturt University, Charles Sturt University, Charles Sturt University and The University of Sydney
Downloads 70 (891,180)

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NIDS, GAN, Imbalanced Data, Machine Learning, cyber security

6.

A Novel Technique for Darknet Traffic Classification Using Feature-Ensemble Framework and Class Balancing Technique

Number of pages: 20 Posted: 14 Jul 2025
Charles Sturt University, Charles Sturt University, Charles Sturt University and Charles Sturt University
Downloads 67 (942,565)

Abstract:

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darknet, Deep Learning, Feature Selection, Machine Learning, traffic classification

7.

Mob-Based Cattle Weight Gain Forecasting Using Ml Models

Number of pages: 20 Posted: 08 Oct 2025
affiliation not provided to SSRN, Charles Sturt University, Food Agility CRC Ltd, Charles Sturt University and Food Agility CRC Ltd
Downloads 45 (1,121,190)

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Mob-Based Cattle, Cattle Weight Gain, Machine learning, Deep Learning, Random Forest

8.

A Comprehensive Analysis of Traffic Obfuscation Across Multi-protocol Networks with Layered Classification

Number of pages: 26 Posted: 07 Jan 2026
Charles Sturt University, Charles Sturt University, Charles Sturt University and Charles Sturt University
Downloads 35 (1,277,121)

Abstract:

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Anonymity, darknet traffic classification, feature selection, machine learning, obfuscation, traffic Padding, traffic Splitting