Secure Machine Learning and Intelligence

An abstract image of machine learning, with a circuit board coming off of a brain

Our research aims to achieve Secure Machine Learning and Intelligence. Our research covers the challenges of understanding, designing, and achieving highly secure Machine Learning and AI across multiple facets – from algorithm design, the underlying computing systems, to human perception and usage.

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Ebtisaam Alharbi

PhD student

Lancaster Intelligent, Robotic and Autonomous Systems Centre, LIRA - Security and Defence, Security Lancaster (Secure Machine Learning and Intelligence)

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Professor Plamen Angelov

Professor

Centre for Technological Futures , Cyber Security Research Centre (Data), Digital Health Group, DSI - Foundations, Lancaster Intelligent, Robotic and Autonomous Systems Centre, LIRA - Advanced Manufacturing, LIRA - Biomedical, LIRA - Environmental Modelling, LIRA - Extreme Environments, LIRA - Fundamentals, LIRA - Security and Defence, LIRA - Smart Cities and Mobility, LIRA - Society and Human Behaviour, SCC (Data Science), Security Lancaster (Academic Centre of Excellence), Security Lancaster (Secure Machine Learning and Intelligence), Security Lancaster (Systems Security)

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Dr Alistair Baron

Senior Lecturer

Cyber Security Research Centre (Data), DSI - Foundations, SCC (Data Science), Security Lancaster (Academic Centre of Excellence), Security Lancaster (Secure Machine Learning and Intelligence), Security Lancaster (Systems Security), UCREL - University Centre for Computer Corpus Research on Language

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Dr Phillip Benachour

Senior Teaching Fellow

SCC (Communication Systems), Security Lancaster (Secure Machine Learning and Intelligence)

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Lewis Birch

PhD student

Security Lancaster (Secure Machine Learning and Intelligence), Security Lancaster (Systems Security)

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Professor Joe Burton

Professor

Security Lancaster (Behavioural Science), Security Lancaster (Policing), Security Lancaster (Policy, Law and Ethics), Security Lancaster (Secure Machine Learning and Intelligence), Security Lancaster (Societal Threats), Security Lancaster (Sociology)

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Professor Peter Garraghan

Professor in Distributed Systems

DSI - Foundations, MSF Supervisors 2019/20, SCC (Distributed Systems), Security Lancaster (Distributed Systems), Security Lancaster (Secure Machine Learning and Intelligence), Security Lancaster (Software Security)

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William Hackett

PhD student

Security Lancaster (Secure Machine Learning and Intelligence)

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Dr Yi Li

Senior Research Associate in Machine Learning and Systems Security

Lancaster Intelligent, Robotic and Autonomous Systems Centre, LIRA - Security and Defence, Security Lancaster (Secure Machine Learning and Intelligence)

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Alvaro Lopez Pellicer

PhD student

Lancaster Intelligent, Robotic and Autonomous Systems Centre, LIRA - Fundamentals, LIRA - Security and Defence, Security Lancaster (Secure Machine Learning and Intelligence)

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Dr Yang Lu

Lecturer in Cyber Security

Lancaster Intelligent, Robotic and Autonomous Systems Centre, LIRA - Fundamentals, LIRA - Security and Defence, LIRA - Smart Cities and Mobility, Security Lancaster (Distributed Systems), Security Lancaster (Secure Machine Learning and Intelligence), Security Lancaster (Systems Security)

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Professor Qiang Ni

Professor

Cyber Security Research Centre (Communications), DSI - Foundations, Lancaster Intelligent, Robotic and Autonomous Systems Centre, LIRA - Security and Defence, SCC (Communication Systems), Security Lancaster (Academic Centre of Excellence), Security Lancaster (Distributed Systems), Security Lancaster (Networks), Security Lancaster (Secure Machine Learning and Intelligence), Security Lancaster (Systems Security)

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Dr Hossein Rahmani

Senior Lecturer in Data Science

DSI - Foundations, SCC (Data Science), Security Lancaster (Behavioural Science), Security Lancaster (Secure Machine Learning and Intelligence), Security Lancaster (Systems Security)

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Dr Gaetano Romano

Lecturer in Statistics

Changepoints and Time Series, Security Lancaster (Networks), Security Lancaster (Secure Machine Learning and Intelligence), Security Lancaster (Systems Security), Statistical Artificial Intelligence

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Professor Neeraj Suri

Distinguished Professor in Cyber Security, Distinguished Professor & Chair in Cyber Security

Cyber Security Research Centre (Security Group), SCC (Security), Security Lancaster (Distributed Systems), Security Lancaster (Secure Machine Learning and Intelligence), Security Lancaster (Software Security), Security Lancaster (Systems Security)

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Stefan Trawicki

PhD student

Security Lancaster (Secure Machine Learning and Intelligence)

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Dr Uraz Turker

Lecturer in Computer Science

Lancaster Intelligent, Robotic and Autonomous Systems Centre, LIRA - Fundamentals, LIRA - Security and Defence, Security Lancaster (Distributed Systems), Security Lancaster (Secure Machine Learning and Intelligence), Security Lancaster (Software Security), Security Lancaster (Systems Security)

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Dr Zhengxin Yu

Senior Research Associate

Security Lancaster (Distributed Systems), Security Lancaster (Secure Machine Learning and Intelligence), Security Lancaster (Systems Security)

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Jiajie Zhang

PhD student

SCC (Security), Security Lancaster (Secure Machine Learning and Intelligence)

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View Projects

Accelerated Knowledge Transfer Project with Station 10 Ltd.
14/12/2022 → 31/03/2023
Research

DSI: UKRI Trustworthy Autonomous Systems Node in Verifiability
04/04/2022 → 31/10/2024
Research

Biometric-based artificial intelligence to identify suspects of serious crime in large datasets
01/09/2021 → 31/08/2022
Research

Reducing the Global ICT Footprint via Self-adaptive Large-scale ICT Systems
01/06/2021 → 31/05/2025
Research

Towards explainable AI4EO: a new frontier to gain trust into the AI (XAI4EO)
01/04/2021 → 31/10/2024
Research