2026 · Journal article
Research
Publications and research projects
Publications
Publications
To view publication records and citation details, visit my Google Scholar profile.
Google Scholar2025 · Conference paper
From Devices to the Dock: Challenges in the Legal Admissibility of IoT Evidence
Ali Jaddoa, Katie Ainscough. 12th International Conference on Future Internet of Things and Cloud (FiCloud)2025 · Journal article
Toward Scalable and Sustainable Detection Systems: A Behavioural Taxonomy and Utility-Based Framework for Security Detection in IoT and IIoT
Ali Jaddoa, Hasanein Alharbi, Abbas Hommadi, Hussein A Ismael. IoT2025 · Journal article
Enhanced State of Charge Estimation through Cluster-Based Learning Model: Impact Study on Degradation and Profitability of Second-Life Electric Vehicle Batteries
Mohammed Khalifa Al-Alawi, Ali Jaddoa, James Cugley, Hany Hassanin. Journal of Energy Storage2024 · Conference paper
Adaptive SOC Estimation for Lithium-Ion Batteries Using Cluster-Based Deep Learning Models Across Diverse Temperatures
Mohammed Khalifa Al-Alawi, James Cugley, Hany Hassanin, Ali Jaddoa. IEEE International Conference on Environment and Electrical Engineering and IEEE Industrial and Commercial Power Systems Europe2024 · Conference paper
Concept to Production with a Gen AI Design Assistant: AIDA
Stuart Lambert, Colin Mathews, Ali Jaddoa. Proceedings of the International Conference on Engineering and Product Design Education (E&PDE)2024 · Journal article
A Systematic Review for the Implication of Generative AI in Higher Education
Raghad Al-Shabandar, Ali Jaddoa, Taha A Elwi, AH Mohammed, Abir Jaafar Hussain. Infocommunications Journal2024 · Journal article
A Novel Enhanced SOC Estimation Method for Lithium-Ion Battery Cells Using Cluster-Based LSTM Models and Centroid Proximity Selection
Mohammed Khalifa Al-Alawi, Ali Jaddoa, James Cugley, Hany Hassanin. Journal of Energy Storage2024 · Conference output
Advancing Safety and Efficiency in Critical Infrastructure with a Novel SOC Estimation for Battery Storage Systems: A Focus on Second Life Batteries
M Al-Alawi, James Cugley, Ali Jaddoa, Hany Hassanin. Security and Policing, The Official UK Government Global Security Event2024 · Publication
TCT Innovation Taxonomy and Open Foresight Innovation Paradigm
Gareth Ward, Ali Jaddoa. Publication2023 · Conference paper
Intelligent Measuring for a Customer Satisfaction Level Inspired by Transformation Language Model
Raghad Al-Shabandar, Ali Jaddoa, Ah Mohammed, Abir Jaafar Hussaind. 16th International Conference on Developments in eSystems Engineering (DeSE)2023 · Conference paper
A Risk Model for Assessing Exposure Factors Influence Oil Price Fluctuations
Raghad Alshabandar, Ali Jaddoa, Abir Hussain. International Conference on Intelligent Computing2022 · Thesis
Multi-Criteria Decision Support for Energy-Efficient IoT Edge Computing Offloading
Ali Jaddoa. PhD thesis, University of Greenwich2020 · Journal article
Dynamic Decision Support for Resource Offloading in Heterogeneous Internet of Things Environments
Ali Jaddoa, Georgia Sakellari, Emmanouil Panaousis, George Loukas, Panagiotis G Sarigiannidis. Simulation Modelling Practice and Theory2020 · Journal article
A Deep Gated Recurrent Neural Network for Petroleum Production Forecasting
Raghad Al-Shabandar, Ali Jaddoa, Panos Liatsis, Abir Jaafar Hussain. Machine Learning with Applications2017 · Report
Estimating the Prevalence of Problematic Opiate Use in Ireland Using Indirect Statistical Methods
Gordon Hay, A Jaddoa, J Oyston, J Webster, MC Van Hout, A Rael dos Santos. Dublin: National Advisory Committee on Drugs and Alcohol2010 · Conference paper
String Matching Enhancement for Snort IDS
Safaa O Al-Mamory, Ali Hamid, Asala Abdul-Razak, Zainab Falah. 5th International Conference on Computer Sciences and Convergence Information TechnologyProjects
Research projects
2025-present · Active 
Designing Green-Aware Intrusion and Anomaly Detection Frameworks with Adaptive Decision-Making for Energy-Conscious Cybersecurity
University of Roehampton · London, UK
This project aims to address the trade-off between security assurance and sustainable energy consumption, especially in resource-constrained environments like smart sensors, edge devices, and microgrids.
Sep 2025-present · Active
Technical Evaluation of Threat Modelling for the Online Safety Act
University of Roehampton · London, UK
Evaluating threat modelling approaches for the Online Safety Act, with a focus on technical risk assessment, system threats, and security implications for online platforms.
2023-2025 · Completed
Developing a Probeless Multi-Criteria Decision Support for IoT Computation Offloading
Collaboration between Roehampton, Canterbury Christ Church, University of Greenwich, and University of Cyprus · London, UK
Led the development of MARPLE, a novel decision support mechanism for dynamic task offloading in IoT/edge/cloud environments. Evaluated using real IoT applications and devices on a live testbed, and benchmarked against an optimised centralised solution.
2022-2025 · Completed 
Repurposing of Retired Electric Vehicle Lithium-Ion Batteries through State of Charge Estimation with Deep Learning Techniques
Canterbury Christ Church University · Canterbury, UK
Leading the development of a novel SOC estimation method that integrates clustering algorithms and deep learning algorithms to enhance the accuracy and reliability of SOC estimation in lithium-ion batteries, with specific consideration of second-life batteries.
2025-present · Active
Slang Language Models for Cybersecurity Deception Analysis
University of Roehampton · London, UK
Developing language modelling approaches for Arabic slang as a first step towards detecting deception and improving cyber security understanding in informal digital communication.
2019-2022 · Completed 
C4IIoT: Cybersecurity 4.0 - Protecting the Industrial Internet of Things
University of Greenwich · London, UK
Developing computational offloading and edge computing in Industrial IoT for the C4IIoT EU-H2020 project. The work supported dynamic decisions about where to process security-relevant data while considering system performance, energy, and security.
2021-2022 · Completed
RESCUER H2020: First Responder Centered Support Toolkit for Operating in Adverse and Infrastructure-Less Environments
University of Greenwich · London, UK
Developing a data sharing orchestration tool for the RESCUER EU-H2020 project. The initiative aimed to enhance operational capacity and safety in challenging conditions through augmented sense collection, self-positioning, cognitive support, AR interfaces, and robust ad-hoc intra-team communications.
2016 · Completed 
Estimating the Prevalence of Problematic Opiate Use in Ireland
Liverpool John Moores University - Public Health Institute (PHI) · Liverpool, UK
The project used the four-sample capture-recapture method and the multiple indicator method to estimate the number of opiate users in Ireland in 2014, alongside trend information for 2011 to 2014.
Supervision
Research supervision
1 successful completion
Supervised a PhD student through to successful completion.
BSc projects
Supervised undergraduate dissertation and final-year project work.
30+ projects
Supervised more than 30 MSc projects across cyber security, computer science, data science, and applied computing topics.