default author photo

Mohamed Chahine Ghanem

Keele University, Staffordshire, United Kingdom

School of Politics, Philosophy, International Rela

Staffordshire, SD

United Kingdom

University of Liverpool - Department of Computer Science

SCHOLARLY PAPERS

11

DOWNLOADS

738

TOTAL CITATIONS

2

Scholarly Papers (11)

1.

Advancing Cyber Incident Timeline Analysis Through Retrieval-Augmented Generation and Large Language Models

Number of pages: 22 Posted: 01 Oct 2024 Last Revised: 06 Jul 2025
Fatma Yasmine Loumachi, Fatma Yasmine Loumachi and Mohamed Chahine Ghanem
London Metropolitan University - Cyber Security Research CentreLondon Metropolitan University - Cyber Security Research Centre and Keele University, Staffordshire, United Kingdom
Downloads 172 (447,215)

Abstract:

Loading...

Digital Forensics, Incident Response, DFIR, Timeline Analysis, Cyber Incident, Generative AI, LLM, Rule-Based AI, RAG Agent, Cybersecurity.

2.

Empirical evidence on deep learning-enhanced portfolio optimization: integrating CNN-LSTM forecasts with mean-variance theory in cryptocurrency markets

Number of pages: 22 Posted: 11 Oct 2025
London Metropolitan University, affiliation not provided to SSRN, Keele University, Staffordshire, United Kingdom, affiliation not provided to SSRN and Dr Yahia Fares University of Medea
Downloads 113 (645,052)

Abstract:

Loading...

CNN-LSTM hybrid architectureCryptocurrency portfolio optimizationMachine learning financeTechnical indicatorsMean-variance optimizationMulti-asset prediction

3.

Spectre: A Hybrid System for an Adaptative and Optimised Cyber Threats Detection, Response and Investigation in Volatile Memory

Number of pages: 22 Posted: 16 Jan 2025
Keele University, Staffordshire, United Kingdom, University of Westminster, Staffordshire University and affiliation not provided to SSRN
Downloads 109 (659,652)

Abstract:

Loading...

Memory Forensics, Volatility Framework, Anomaly detection, Emulated Cyber Incident Data, Incident Response, DFIR

4.

Brain Tumour Segmentation Using Choquet Integrals and Coalition Game

Number of pages: 12 Posted: 08 May 2025
University Larbi Ben M’Hidi of Oum El Bouaghi, Echahid Cheikh Larbi Tebessi University- Tebessa – Echahid, University Larbi Ben M’Hidi of Oum El Bouaghi, University of Larbi Tebessi and Keele University, Staffordshire, United Kingdom
Downloads 71 (891,180)

Abstract:

Loading...

Brain Cancer, MRI, Choquet Integral, Coalition Game Theory, Deep Learning. Medical Imaging, Machine Learning

5.

Cloud Forensics, Digital Evidence Handling and Legal Practice: A Comprehensive Analysis

No
Number of pages: 30 Posted: 04 Jun 2026
Leonie Higgins, Preeti Patel, Mohamed Chahine Ghanem, Shaun Yates and Dipo Dunsin
London Metropolitan University, London Metropolitan University, Keele University, Staffordshire, United Kingdom, London Metropolitan University and London Metropolitan University
Downloads 61

Abstract:

Loading...

Cloud Forensics, Cloud-Based Evidence, Legal Practice, Data Preservation, Chain of Custody, Evidence Admissibility, Multi-tenancy, Privacy and IT Law

6.

Bio-Inspired Hybrid Deep Learning for Accurate and Explainable Lung Cancer Diagnosis from CT Scans

Number of pages: 18 Posted: 19 Dec 2025
affiliation not provided to SSRN, University Larbi Ben M’Hidi of Oum El Bouaghi, affiliation not provided to SSRN and Keele University, Staffordshire, United Kingdom
Downloads 57 (1,031,043)

Abstract:

Loading...

Lung Cancer Diagnosis, Computed Tomography (CT), deep learning, Feature Extraction, Bio-Inspired

7.

FLBCShard: A Scalable Federated Learning Framework with Dynamic Blockchain-Based Sharding

Number of pages: 23 Posted: 31 Oct 2025
University of Liverpool, University Larbi Ben M’Hidi of Oum El Bouaghi, affiliation not provided to SSRN, affiliation not provided to SSRN, Keele University, Staffordshire, United Kingdom and Ajman University
Downloads 45 (1,157,785)

Abstract:

Loading...

Blockchain, Decentralized Federated learning, Privacy and Security, Blockchain Sharding, Hyperledger Fabric

8.

Solar-First Day-Ahead Adequacy Assessment for Off-Grid PV–Battery Systems

Number of pages: 54 Posted: 16 Mar 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, London Metropolitan University, Teesside University, affiliation not provided to SSRN and Keele University, Staffordshire, United Kingdom
Downloads 36 (1,359,097)

Abstract:

Loading...

off-grid energy systems, photovoltaic battery systems, solar adequacy assessment, decentralised energy planning, energy reliability, sustainable energy access

9.

A Relay-Chain–Powered Ciphertext-Policy Attribute-Based Encryption in Intelligent Transportation System

Number of pages: 13 Posted: 19 Aug 2025
affiliation not provided to SSRN, Netaji Subhas Institute of Technology (NSIT) - Netaji Subhas University of Technology, affiliation not provided to SSRN and Keele University, Staffordshire, United Kingdom
Downloads 34 (1,304,549)
Citation 2

Abstract:

Loading...

Intelligent transport system, Cipher text policy attribute-based, p encryption, Federated multi-chain, Vehicles infrastructure integration

10.

Leveraging Reinforcement Learning for an Efficient Automation of Windows Registry Analysis During Cyber Incident Response

Number of pages: 19 Posted: 01 Feb 2025
Keele University, Staffordshire, United Kingdom, Staffordshire University, University of Liverpool, Université 8 Mai 1945 Guelma, affiliation not provided to SSRN and Maynooth University
Downloads 31 (1,304,549)

Abstract:

Loading...

Window Registry and RAM Analysis, Cyber Incident Response, Rule-Based AI, reinforcement learning, MDP

11.

Beyond Permissions: Multi-Layer Monitoring and Forensic Behaviour Graph Analysis for Detecting Hidden and Collusive Chrome Extensions

Number of pages: 11 Posted: 09 Jun 2026
Ali Azman, Dipo Dunsin, Mohamed Chahine Ghanem and Raju Molla
affiliation not provided to SSRN, London Metropolitan University, Keele University, Staffordshire, United Kingdom and affiliation not provided to SSRN
Downloads 9

Abstract:

Loading...

Browser extensions, Chrome manifest V3, runtime monitoring, collusion detection, forensic analysis, graph-based security.