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Differential privacy
Projects
Role of synthetic data in financial systems
Investigating the role and use of synthetic data in financial systems
Synthetic data and privacy preservation
Exploring the use of synthetic data generators, which offer a naturally private way to generate high-quality data that preserves the statistical features of the original dataset
Ground truth for mental health data science
Linking digital footprint data in the UK birth cohorts to guide the next generation of algorithms for mental health and wellbeing research
Synthetic data generation for finance and economics
Generating artificial business, finance, and economic data to enable data sharing, scenario simulation, and model validation
Trustworthy digital infrastructure for identity systems
Enhancing the privacy and security of national digital identity systems
QUIPP – Quantifying utility and preserving privacy in synthetic data sets
Understanding the balance between utility, privacy and the uncertainty associated with synthetic data sets
Programmes
Publications and software
SecureABC: Secure antibody certificates for COVID-19
COVID-19 has resulted in unprecedented social distancing policies being enforced worldwide. As governments urgently...
Chris Hicks*, David Butler*, Carsten Maple, Jon Crowcroft. SecureABC: Secure AntiBody Certificates for COVID-19. CoRR, abs/2005.11833. 2020.
Differentially private health tokens for estimating COVID-19 risk
In the fight against Covid-19, many governments and businesses are in the process of...
David Butler*, Chris Hicks*, James Bell, Carsten Maple, Jon Crowcroft. Differentially Private Health Tokens for Estimating COVID-19 Risk. appeared in NDSS CoronaDef 2021.
Events
CIFAR-UKRI-CNRS AI & society: From principles to practice
Monday 03 Jun 2019 - Tuesday 04 Jun 2019
Time: 09:00 - 18:30
Interest groups
Machine learning for radio frequency applications
How do we generate robust, real-time machine learning algorithms with integrated hardware and software for radio frequency applications?
People
Ayça Atabey
Enrichment Student
Richard Plant
Enrichment Student
Dan Ristea
Enrichment Student
Aras Selvi
Enrichment Student
Dr Yi Yu
Turing Fellow
Dr Richard Allmendinger
Turing Fellow
Professor Henry Reeve
Turing Fellow
Rafiah Patel
Enrichment Student