Portfolio Link to heading

Selected publications, presentations, panels, and other resources

2025 Link to heading

Interview: AWO Algorithmic Governance Roundup Community Spotlight, with Esme Harrington (AWO Agency), November 2025

Presentation: The Role of Privacy-enhancing Technologies in New Data Partnership Scenarios for Official Statistics, with Prof. Diego Kuonen (University of Geneva), Triin Siil (Cybernetica), Freek Bomhof (TNO), Matjaz Jug (CBS Netherlands) & Steve MacFeely (OECD), 65th ISI World Statistics Congress, October 2025

Paper: How Privacy Enhancing Technologies can advance responsible data sharing, with Ronald Jansen (United Nations), Matjaz Jug (CBS Netherlands) & Keping Yao (United Nations), Statistical Journal of the IAOS, September 2025

Paper: Now is the time for Privacy Enhancing Technologies to empower official statistics, with Andrew Trask (OpenMined), Statistical Journal of the IAOS, September 2025

Paper: A Delphi study on the role of privacy enhancing technologies (PETs) in data sharing ecosystems, with Soyean Kim (Simon Fraser University), Ronald Jansen (United Nations), Matjaz Jug (CBS Netherlands), Raphaël de Fondeville (FSO Switzerland), Augusto Cesar Fadel (IBGE Brazil), Adhiraj Saxena (Singapore AI Safety Institute), Jess Stahl (National Center for Advanced Academic Technology) & William Hsiao (Simon Fraser University), Statistical Journal of the IAOS, September 2025

Blog: OpenMined x UCL at London Data Week: Shaping the UK’s National Data Library, with Elise Pi (University College London), OpenMined Blog, July 2025

Consultation response: Response to Ofcom’s Call for Information on Researcher Access to Information (accompanying OpenMined blog), July 2025

Report: The Open Dividend: Building an AI Openness Strategy to Unlock the UK’s AI Potential, with Elizabeth Seger (Demos – lead author), Jamie Hancock (Demos – lead author), Markus Anderljung (Centre for the Governance of AI), Camilla de Coverly Veale (Mozilla), Mark Dansie (Open Compute Project), Jennifer Ding (Alan Turing Institute), Max Gahntz (Mozilla), Naman Goel (University of Oxford), Linda Griffin (Mozilla), Lucie-Aimée Kaffee (Hugging Face), Yann Lechelle (Probabl.ai), Nik Marda (Mozilla), Cailean Osborne (University of Oxford) & Martin Tisne (AI Collaborative), June 2025

Panel: AI Alliance at UN Open Source Week, with Jose Plehn-Dujowich (BrightQuery), Dean Wampler (IBM), Lilith Bat-Leah (MLCommons), Greg Lindahl (Common Crawl) & Thom Vaughan (Common Crawl), New York, June 2025

Panel: Canada/Japan/OECD Expert Workshop and High-level Roundtable on Privacy Enhancing Technologies and Artificial Intelligence, with Christian Reimsbach-Kounatze (OECD), Mark Durkee (DSIT), Matjaz Jug (CBS Netherlands), Ju Mun-ho (PIPC Korea), Ryo Kikuchi (NTT Japan), Naomi Lefkovitz (Strategai Consulting) & Antonio Kung (Trialog), Ottawa, June 2025

Consultation response: Response to UK government consultation on data intermediaries, with Matt Prewitt (RadicalxChange), Jack Henderson (RadicalxChange) & Morshed Mannan (University of Edinburgh), May 2025

Report: Trust and Transparency in privacy-enhancing technologies, with Neil Majithia (ODI – lead author), Calum Inverarity (ODI – lead author), Elena Simperl (ODI – lead author), Ruba Abu-Salma (ODI), Claudine Tinsman (ODI), Irina Bejan (OpenMined), Prem Eruvbetine (Google), Sarah de Haas (Google), Andreas Haggman, Daniel Hugenroth (University of Cambridge), Ben Laurie (Google), Ben Moore (DSIT), Tiziano Santoro (Google), John Smith (DSIT), Lacey Strahm (OpenMined), Fredrik Strömberg (Mullvad VPN AB) & Naaman Tamuz (Bitfount), February 2025

Report: Advancing global AI governance: Exploring adaptive frameworks and the role of sandboxes, Datasphere Initiative, February 2025

Panel: Open-Source AI: Maximising the Opportunity, with Camilla de Coverly Veale (Mozilla) & Elizabeth Seger (Demos), AI Fringe, London, February 2025

Blog: Reflections on the 2025 AI Action Summit, with Lacey Strahm (OpenMined) & Andrew Trask (OpenMined), Paris, February 2025

2024 Link to heading

Consultation response: Response to the Call for Evidence on Social media, misinformation and harmful algorithms, House of Commons Science, Innovation and Technology Select Committee, December 2024

Blog: The United Nations and OpenMined collaborate to unlock valuable data from statistics agencies, OpenMined Blog, December 2024

Presentation: Real-world applications of privacy-enhancing technologies, London Crypto Day, Alan Turing Institute, November 2024

Consultation response: Response to Ofcom’s Online Safety Information Guidance Consultation, November 2024

Blog: Bridging Borders, Protecting Privacy: How PySyft is Revolutionizing International Statistical Collaboration, OpenMined Blog, November 2024

Panel: Open-source, Ethics and Innovation in AI with Rachel Coldicutt (Careful Industries), Mariangela Jordan (Cornell University) & Jennifer Jiang Kells (University College London), Alan Turing Institute BridgeAI event, November 2024

Paper: Secure Enclaves for AI Evaluation, with Andrew Trask (OpenMined), Aziz Berkay Yesilyurt (OpenMined), Bennett Farkas (OpenMined), Callis Ezenwaka (OpenMined), Carmen Popa (OpenMined), Eelco van der Wel (OpenMined), Francesco Mosconi (Anthropic), Grace Han (Anthropic), Ionesio Junior (OpenMined), Irina Bejan (OpenMined), Ishan Mishra (UK AI Security Institute), Khoa Nguyen (OpenMined), Koen van der Veen (OpenMined), Kyoko Eng (OpenMined), Lacey Strahm (OpenMined), Logan Graham (Anthropic), Madhava Jay (OpenMined), Matei Simtinica (OpenMined), Osam Kyemenu-Sarsah (OpenMined), Peter Smith (OpenMined), Rasswanth S (OpenMined), Ronnie Falcon (OpenMined), Sameer Wagh (OpenMined), Sandeep Mandala (Anthropic), Shubham Gupta (OpenMined), Stephen Gabriel (OpenMined), Subha Ramkumar (OpenMined), Tauquir Ahmed (OpenMined), Teo Milea (OpenMined), Valerio Maggio (OpenMined), Yash Gorana (OpenMined) & Zarreen Reza (OpenMined), October 2024

Report: AI Transparency in practice: What was learnt from third‑party audit of recommender systems at LinkedIn and Dailymotion, with Jiahao Chen (Responsible AI LLC), Jack Bandy (Transylvania University) & Ruchi Bhatia (Hewlett-Packard), Christchurch Call Initiative on Algorithmic Outcomes, October 2024

Consultation response: Response to Ofcom’s Transparency Reporting Consultation, October 2024

Panel: Data Privacy and Data for Good – Promoting privacy-preserving innovation to unleash the power of data, with Ron Jarmin (US Census Bureau), Janet Haven (Data & Society), Bradley White (Department of Homeland Security), Hannah Quay-de la Vallee (Center for Democracy & Technology) & Madeline Hughes (MLex), 6th Annual Data Privacy Conference, Washington, D.C, September 2024

Panel: Data Collaboration and Cross-Border Data Sharing with Mohammad Manzari (Deloitte), Matjaz Jug (CBS Netherlands), Sean Lovell (United Nations), Robert Pisarczyk (Oblivious) & Christian Reimsbach-Kounatze (OECD), Eyes-Off Data Summit, Dublin, September 2024

Report: Open Horizons: Exploring nuanced technical and policy approaches to openness in AI, with Elizabeth Seger (Demos – lead author), Bessie O’Dell (Demos – lead author), Sumaya Akthar (Demos), Neel Alex (University of Cambridge), Joe Castellano, Peter Cihon (Github), Harrison Durland, Gemma Edom, David Evan Harris (UC Berkeley), Shin-Shin Hua, Arjun Karanam, Sophia Knight (Demos), Sebastien Krier (Google DeepMind), Suryanash Mehta, Richard Moulange (University of Cambridge), Cailean Osborne (University of Oxford), Udbhav Tiwari (Mozilla) & Lucia Velasco, August 2024

Presentation: 8th International Conference on Big Data and Data Science for Official Statistics, with Irina Bejan (OpenMined), Matei Simtinica (OpenMined), Augusto Cesar Fadel (IBGE Brazil) & Matjaz Jug (CBS Netherlands), Bilbao, June 2024

Presentation: Building AI Governance Infrastructure to facilitate access to non-public data, DLM Forum: Archiving Europe’s Digital Decade, Brussels, May 2024

Blog: Protecting Model Updates in Privacy-Preserving Federated Learning: Part Two, with David Darais (NIST), Joseph Near (University of Vermont) & Mark Durkee (DSIT), May 2024

Report: Privacy-preserving third-party audits on Unreleased Digital Assets with PySyft, DSIT Portfolio of AI Assurance techniques, April 2024

Report: Using Synthetic Data in Financial Services, with Alexandra Ebert (MostlyAl), Caroline Louveaux (Mastercard), Carsten Maple (University of Warwick), David Tracy (Smart Data Foundry), Elena Strbac (Standard Chartered), Giulia Fanti (Carnegie Mellon University), Ismini Psychoula (Ofcom), Janet Bastiman (Napier), June Brawner (The Royal Society), Lee Gregory (Barclays), Luk Arbuckle (Privacy Analytics), Lukasz Szpruch (Alan Turing Institute), Marilena Karanika (Experian), Michael Meehan (Howso), Nick Clark (Cambridge Regulatory Innovation Hub), Oxana Samko (HSBC), Paul Comerford (Information Commissioner’s Office), Robin Glover (Swift), Tom Fiddian (Innovate UK), Emelie Bratt (FCA), Henrike Mueller (FCA), Leo Gosland (FCA), Matt Lowe (FCA), Pavle Avramovic (FCA), Rebecca Humphry (FCA), Simran Singh (FCA) & Yu Bian (FCA), March 2024

Blog: Data Distribution in Privacy-Preserving Federated Learning, with David Darais (NIST), Joseph Near (University of Vermont) & Mark Durkee (DSIT), February 2024

Blog: Privacy Attacks in Federated Learning, with David Darais (NIST), Joseph Near (University of Vermont) & Mark Durkee (DSIT), January 2024

2023 Link to heading

Guest Lecture: Lessons learned from running a privacy tech challenge, Northeastern University, December 2023

Blog: The UK-US Blog Series on Privacy-Preserving Federated Learning: Introduction, with Joseph Near (University of Vermont), David Darais (NIST) & Naomi Lefkovitz (NIST), December 2023

Panel: Ethics & GDPR in Privacy-Preserving Data Science, with Carlo Salizzo (Matheson), Konrad Kollnig (University of Maastrichts) & Adrian Byrne (CeADAR), Eyes Off Data Summit, September 2023

Workshop: Eyes-Off Data Science, with Jack Fitzsimons (Oblivious), Mike Fenton (Truata), Simon Gallagher (Microsoft), Raphaël de Fondeville (FSO Switzerland) & Owen Daniel (ONS UK), Eyes Off Data Summit, September 2023

Workshop: Reporting on the PETs Reports, with Katharina Koerner (Tech Diplomacy Network), June Brawner (The Royal Society), Robert Pisarczyk (Oblivious) & Christian Reimsbach (OECD), Eyes Off Data Summit, September 2023

Blog: Crossing the line: Findings from a study of online abuse of England footballers, March 2023

Report: UN Guide on Privacy-Enhancing Technologies for Official Statistics, co-editor with Matjaz Jug (CBS Netherlands), Jess Stahl (OpenMined), Jack Fitzsimons (Oblivious), Robert Pisarczyk (Oblivious), Julian Padget (University of Bath) & Ronald Jansen (United Nations), February 2023

Resource: UN Case study repository, lead creator and editor, United Nations, February 2023

2022 Link to heading

Resource: Technical briefs for the financial crime and public health tracks of the UK-US PETs prize challenges, July 2022

Panel: International Perspectives on Privacy-Enhancing Technologies: The Role of Governments in Advancing Democracy-affirming Technologies, with Erwin Gianchandani (NSF), Ben Lyons (CDEI), Saeid Molladavoudi (Statistics Canada), & Naomi Lefkovitz (NIST), Boston, May 2022

2021 Link to heading

Dissertation: Crossing the line: abuse of footballers on Twitter during the 2020 Men’s European Football Championship, September 2021

Report: Exploring the role of data intermediaries in supporting responsible data sharing, with Christopher Thomas and Kimberley Moran, UK Centre for Data Ethics and Innovation Blog, July 2021

Resource: CDEI PETs Adoption Guide, lead author, UK Centre for Data Ethics and Innovation, July 2021

Blog: Supporting the adoption of privacy-enhancing technologies, with Damini Satija, UK Centre for Data Ethics and Innovation Blog, July 2021

Blog: Privacy enhancing technologies for trustworthy use of data, UK Centre for Data Ethics and Innovation Blog, February 2021

2015-2020 Link to heading

Data visualisation: Visualising the Gender Pay Gap, May 2020

Interview: OpenStack Summit, Vancouver, May 2018

Dissertation: Electron Spin Resonance of Ruby, Atomic Hydrogen, and Carbon Nanotubes, May 2015