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Md Zahidul Islam

Charles Sturt University

Panorama Avenue

Bathurst, NSW 2678

Australia

SCHOLARLY PAPERS

14

DOWNLOADS

1,661

TOTAL CITATIONS

9

Scholarly Papers (14)

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

Abstract:

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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

Abstract:

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

2.

The role of data governance in addressing potential risks associated with agricultural data exchanges: A systematic literature review

Number of pages: 24 Posted: 20 Jun 2024
Charles Sturt University, Charles Sturt University, Charles Sturt University, Auckland University of Technology, Charles Sturt University, Charles Sturt University and Charles Sturt University
Downloads 213 (371,583)
Citation 2

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data sharing, data risk, risk mitigation, data exchange, data governance, precision agriculture, digital farming

3.

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.

Using Explainable and Interpretable Artificial Intelligence Methods to Identify and Understand Factors Affecting Resilience

Number of pages: 19 Posted: 14 Nov 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, Auckland University of Technology, Charles Sturt University, Charles Sturt University and Charles Sturt University
Downloads 105 (679,343)

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Artificial intelligence, machine learning, Resilience indicators, Belief Rule-Based Systems, Dynamic Probabilistic Graphical Model (DPGM)

Using Explainable and Interpretable Artificial Intelligence Methods to Identify and Understand Factors Affecting Resilience

Number of pages: 19 Posted: 13 Aug 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, Auckland University of Technology, Charles Sturt University, Charles Sturt University and Charles Sturt University
Downloads 26 (1,445,011)

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Environmental disaster factors, Interpretability, Resilience indicators, Belief Rule-Based Systems, Dynamic Probabilistic Graphical Model (DPGM), Environmental Infrastructure.

5.

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)

6.

Ud-Ldp: A Technique for Optimally Catalyzing User Driven Local Differential Privacy

Number of pages: 20 Posted: 10 Nov 2023
Charles Sturt University, Charles Sturt University, Iowa State University, Charles Sturt University and Charles Sturt University
Downloads 75 (844,901)
Citation 2

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Crowdsourcing, Local Differential Privacy, Data privacy, bigdata

7.

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)

Abstract:

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

8.

Ai-Powered Abnormal Behaviour Detection in Smart Aged Care: Incremental Learning with Minimal User Input

Number of pages: 32 Posted: 21 Nov 2024
Charles Sturt University, Charles Sturt University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Charles Sturt University
Downloads 69 (891,180)

Abstract:

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Incremental learning, Anomaly Detection, Aged care, Sensor Technology, Abnormal behaviour detection, Older Adults

9.

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

Number of pages: 20 Posted: 14 Jul 2025
Javeriah Saleem, Rafiqul Islam, Irfan Altas and Md Zahidul Islam
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

10.

Ternary Tree Enhanced Append-Only Skip List: A High-Performance Blockchain Data Search Index

Number of pages: 29 Posted: 11 Apr 2025 Last Revised: 20 Dec 2025
Jared Newell, Sabih Ur Rehman, Quazi Mamun and Md Zahidul Islam
Charles Sturt University, Charles Sturt University, Charles Sturt University and Charles Sturt University
Downloads 55 (1,010,164)

Abstract:

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Blockchain, data index, append-only skip list, ternary tree, search algorithm, Internet of Things

11.

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)

Abstract:

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

12.

Optimization of UD-LDP with Statistical Prior Knowledge

2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)
Number of pages: 6 Posted: 12 Mar 2024
Charles Sturt University, Charles Sturt University, Iowa State University, Charles Sturt University and Charles Sturt University
Downloads 43 (1,145,425)

Abstract:

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Local Differential Privacy, crowdsourced data collection, UD-LDP

13.

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

Number of pages: 26 Posted: 07 Jan 2026
Javeriah Saleem, Rafiqul Islam, Irfan Altas and Md Zahidul Islam
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

14.

Staleness-Aware Adaptive Asynchronous Federated Learning for Secure Spatial Crowdsourcing

Number of pages: 24 Posted: 21 Apr 2026
affiliation not provided to SSRN, Charles Sturt University, Charles Sturt University and Charles Sturt University
Downloads 17 (1,526,714)

Abstract:

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Spatial crowdsourcing, Federated Learning, Adaptive asynchronous aggregation, Staleness mitigation, Representative update buffering