phd students Mitigating poisoning attacks in federated learning environment Aimen Djemaa Micro, Meso, and Macro Level Detection of Advanced Persistent Threats (APT) in Industrial Cyber Physical Systems Techniques Carol Lo (2026) Security, privacy and performance analysis of federated learning systems Jonathan White System-Level Vulnerability and Security Analysis of Closed-Loop Implantable Medical Devices Mia Smith A defence model for large language models (LLMs) against multi-turn jailbreak attacks Michael Tchuindjang Rust binary analysis framework (RBAF) - A hybrid LLVM-IR based approach for effective decomposition of Rust-based binaries Yen Wang phd students (completed) Methods for improving robustness against adversarial machine learning attacks Andrew McCarthy (2023) Interactive machine learning for identifying threats to security and service in large scale mobile networks James Barrett (2026) Advancing software fuzzing techniques through the exploration of cryptographic concepts and machine learning Sadegh Bamohabbat Chafjiri (2025) projects TRI-Partite multimedia Object Description Phil Legg (RA), Mark Hall, Jonathan Quinn, Philip Smart, Christopher Jones Sports Video Visualisation Phil Legg (RA), David Chung, Matthew Parry, Iwan Griffiths, David Marshall, Min Chen CITD - Corporate Insider Threat Detection Phil Legg (RA), Jason Nurse, Oliver Buckley, Jassim Happa, Ioannis Agrafiotis, Michael Goldsmith, Sadie Creese Enhanced personal situational awareness through network and systems visualization Phil Legg RicherPicture - Automated network defence through business and threat-led machine learning Jassim Happa, Phil Legg, Thomas Bashford-Rogers, Ioannis Agrafiotis, Michael Goldsmith and Sadie Creese Creating Machine Intelligence with Intelligent Interactive Visualisation Phil Legg and Jim Smith HASTE - Human-centric Active-learning for decision Support in Threat Exploration Phil Legg and Jim Smith Interactive Inspection of Adversarial Machine Learning for Collaborative Human-Machine Trust and Security in Data-Driven Military and Defence Phil Legg Application Penetration Testing Phil Legg and Alan Mills Cyber Security in the Home - Detecting IoT Threats Phil Legg and Jonathan White Shared Collaborative Project Planning in Secure Federated Learning Environments Phil Legg Analysis and Visualisation of Ransomware and Malicious Network Propagation Phil Legg and Jacob Williams Cyber Security Assessment for Project CAV Forth Phil Legg, Kun Wei, Chris Harper and Tony Pipe Identifying and Tackling Counter-Terrorism Finances through Investigation Automation (SCOUT A fully automated enhanced risk assessment engine) Nic Ryder, Phil Legg and Henry Hillman Teaching CyBOK Cyber-Physical Systems Security through Interactive Simulation Phil Legg, Jon Stadon, and Ian Johnson Co-creation of innovative school projects for teachers to improve cyber security education Phil Legg (PI), Ian Johnson and Elaine Brown Cyber Security and Cyber Crime Cluster (CSC3) Phil Legg and Nic Ryder Cyber Security Education for Schools Phil Legg, Aida Abzhaparova, Alan Mills, Zeinab Rezaeifar, Martin Webley, Ian Johnson Cyber Security and Data Governance for SMEs Phil Legg, Felix Ritchie, Aida Abzhaparova, Thomas Win, Elizabeth Green, Martin Webley, Ian Johnson Measuring the Suitability of Artificial Intelligence in Autonomous Resilience for Cyber Defence (ARCD) Craig Williams, Andrew McCarthy, Alasdair Vincent, Phil Legg Building a place-based approach to preventing online sexual abuse Kieran McCartan (PI), Ameila Anning, Ian Johnson, Matt Wood, Nick Addis, Phil Legg Cyber security analytics in telecommunications systems - Managing security and service in complex real-time 5G networks Phil Legg Transform Suspicious Activity Reports (SARs) - UK's First Technology Line of Defence Nic Ryder, Phil Legg, Demelza Hall, Sam Bourton, Diana Johnson Turing Network Development Awards Matt Studley, Phil Legg (Co-I), Nic Ryder, and Felix Ritchie Cyber Sandpit - Linking cyber effect to mission objectives Craig Williams and Phil Legg CyberWEST (West of England Schools and Teachers) Phil Legg, Aida Abzhaparova, Alan Mills, Alma Oracevic, Nirosha Holten, and Nathan Clarke Teaching CyBOK through Cyber Physical Systems Alan Mills, Jonathan White and Phil Legg Every human a sensor - Crowdsourcing Cyber Data Nicola Turner and Phil Legg dev Fundus-SLO Registration MatchPad PocketCoder Shipping Forecast Tide Times Facebounce InsiderVis Interactive PCA ActiVAte - Visual Analytics in Active Machine Learning HASTE PhishVis MORRIGU - Anti-Evasion Malware Analysis Alan Mills and Phil Legg resources Resources for PhD Students Presentations Resources for teaching Cyber Security UWEcyber Guest Seminars cool things
