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Gregory Epiphaniou

University of Warwick

Gibbet Hill Rd.

Coventry, CV4 8UW

United Kingdom

SCHOLARLY PAPERS

6

DOWNLOADS

403

TOTAL CITATIONS

0

Scholarly Papers (6)

1.

Multimodal Cyber Threat Intelligence Fusion for Healthcare

Number of pages: 49 Posted: 01 Jan 2026
Oluseun Akeredolu, Gregory Epiphaniou and Carsten Maple
affiliation not provided to SSRN, University of Warwick and University of Warwick
Downloads 169 (444,808)

Abstract:

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Cybersecurity Risk Assessment, Cyber Threat Intelligence, Multimodal Fusion, Healthcare Security, Regulatory Compliance, Edge Computing

Intelligent Asset Parameterisation for Risk-Based Moving Target Defence

Number of pages: 46 Posted: 10 Jan 2025
Loughborough University, Loughborough University, Loughborough University, Loughborough University, Loughborough University, Loughborough University, Loughborough University, University of Warwick - Warwick Manufacturing Group, University of Warwick and University of Warwick
Downloads 52 (1,060,784)

Abstract:

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Moving Target Defence, Reinforcement Learning, Risk Analysis, Cyber-Security, Attack Graph

Intelligent Asset Parameterisation for Risk-Based Moving Target Defence

Number of pages: 51 Posted: 19 Jun 2025
Loughborough University, Loughborough University, Loughborough University, affiliation not provided to SSRN, Loughborough University, Loughborough University, Loughborough University, Loughborough University, University of Warwick - Warwick Manufacturing Group, University of Warwick and University of Warwick
Downloads 40 (1,210,354)

Abstract:

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Moving Target Defence, Reinforcement Learning, Risk Analysis, Cyber-Security, Attack Graph

3.

Challenges and Opportunities of Synthetic Data Generation for Machine Learning-Based Intrusion Detection Systems in In-Vehicle Networks

Number of pages: 92 Posted: 22 Sep 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, University of the West of England (UWE) and University of Warwick
Downloads 51 (1,052,702)

Abstract:

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synthetic data generation, machine learning, intrusion detection systems, In-vehicle networks, automotive cybersecurity, CAN bus security

4.

Meta-Path and Meta-Graph Analysis for Attack Path Identification in Additive Manufacturing Supply Chain

Number of pages: 15 Posted: 12 Sep 2025
Mahender Kumar, Gregory Epiphaniou and Carsten Maple
University of Warwick, University of Warwick and University of Warwick
Downloads 37 (1,222,651)

Abstract:

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Cyber Threat Intelligence, Threat Intelligence Knowledge Graph, attack path Identification, Indicators of compromise, Additive Manufacturing

5.

A Multi-Pillar Framework for Evaluating Data Trustworthiness in Digital Supply Chains

Number of pages: 27 Posted: 30 Sep 2025
Mary Asante, Gregory Epiphaniou, Olga Angelopoulou and Carsten Maple
affiliation not provided to SSRN, University of Warwick, affiliation not provided to SSRN and University of Warwick
Downloads 31 (1,332,057)

Abstract:

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Data Trustworthiness, Supply Chain Management, Data Quality, Fuzzy Logic, Analytic Hierarchy Process, Industry 4.0, Digital Supply Chain, Cyber Resilience, Data Sharing, Risk Appetite

6.

Malware Categorization on Edge Devices using Transfer Learning

Number of pages: 36 Posted: 02 Feb 2026
Ayei Ibor, Gregory Epiphaniou and Carsten Maple
University of Calabar (UNICAL), University of Warwick and University of Warwick
Downloads 23 (1,424,331)

Abstract:

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Malware classification, edge computing, Transfer Learning, Convolutional Neural Networks, IoT security