Regulators look to synthetic data to tackle financial fraud
Watchdogs experiment with use of artificial information to tackle fraud in which people are tricked into voluntarily sending money
Credit: Gerd Altmann/Pixabay
Market watchdogs the Financial Conduct Authority and the Payment Systems Regulator are looking to the possible use of synthetic data to help tackle an “epidemic” of online fraud in which consumers are conned into parting with their money.
During a three-day TechSprint – often referred to as a hackathon – financial services providers, innovators, academics, regulators, and technologists were brought together to find ways to tackle the biggest problem in digital fraud.
During the exercise the Smart Data Foundry, a spin-out from the University of Edinburgh’s £600m Data Driven Innovation programme, used its Smart Agent Simulation software to create an agent-based modelling approach to generate a synthetic data set – a process via which data that is characteristic or representative of real information is created entirely artificially.
The Smart Data Foundry said that this meant there was no commercial or privacy risk, as no real data was cloned.
Going forward, the hope is that technique can be used to help address the growth of online bank transfer fraud known as Authorised Push Payment (APP) fraud. This refers to scams in which a person or organisation is tricked into voluntarily sending money to fraudsters.
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During the Techsprint event, participants used synthetic data to simulate events such as mobile phone conversations and emails, as well as their connections with financial fraud.
APP is reportedly now the UK’s foremost finance fraud type, accounting for 44% of all financial fraud and amounting to £583m in lost money.
Jessica Rusu, chief data, information and intelligence officer at the FCA, said: "TechSprints bring together participants from across, and beyond, the financial services sector, to develop technology-based ideas or proof of concepts that address and help provide solutions to industry challenges. These events help bring important systemic issues to the forefront, inform our thinking as a regulator, and provide a forum for collaboration and innovation. Using synthetic data helps bring to life the challenges we're working to fix and lets the TechSprint participants quickly test ideas and show the art of the possible."
Bryn Coulthard, chief platform officer of Smart Data Foundry, said: "Smart Data Foundry has united with fintech innovators to help tackle the UK’s APP epidemic. Our high utility synthetic data allows us to understand complex scenarios without exposing customer data as we work to solve our top financial fraud problem. Our work in partnership with the FCA and PSR helps to shine a light on the issues affecting consumers and how they are increasingly struggling to make ends meet, not just because of rising costs but also because of the ever-present risk of becoming a victim of a scam or fraud."
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