'The real power is that AI can actually predict or detect patterns of behavior and suspicious activity that would take a lot longer for traditional methods to uncover.'
A husband and wife from Sri Lanka were arrested in Canada for fraud and money laundering; the couple reportedly used fraudulent checks and synthetic identities for fraudulent charges and purchases; both are charged with fraud of CAD5,000 ($3,729) and possession of proceeds obtained of over CAD5,000 ($3,729); the fraudulent charges are an example of the emergence of sophisticated synthetic identities that are more difficult to be detected by fraud prevention systems. Source
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Synthetic fraud is when fraudsters use a collection of information to create a fake identity for fraudulent loan applications; data verification regulations are also making synthetic fraud more challenging to detect; Auriemma Consulting Group provides three strategic suggestions for online lenders: 1) strengthen front end detection and prevention 2) use data analytics to learn from synthetic accounts and 3) enrich reporting and information sharing. Source
Real-time payments systems have globally increased the threat of related fraud. Will FedNow follow the trend?
Fintech solutions are rapidly evolving and their growth appears to be creating increased market opportunities for innovative fraud; the frictionless payments market specifically has reported a spike in digital financial crime as money launderers find new and innovative ways to steal identities and develop synthetic profiles; the Financial Times also reports on the use of e-commerce for new types of fraudulent activity, noting that criminals can use fraudulent transaction platforms to setup inexpensive e-commerce sites that elicit funds from internet shoppers; with innovative fraud solutions growing fast, the costs of monitoring and mitigating fraudulent activity are becoming an even greater factor for fintech companies. Source
ID Analytics introduced the Online Lending Network in October 2016 with the goal of providing greater resources to lenders for mitigating fraud; Online Lending Network members access internetwork supplied data and information from ID Analytics for greater detection of fraudulent loan applications and loan stacking; ID Analytics reports that the network has achieved visibility into 75% of US domestic marketplace lending activity since inception with membership increasing by 50% since its launch. Source
American Banker discusses the evolution of online lending fraud and the industry's vulnerabilities; the combination of synthetic identities and multiple loan inquiries known as loan stacking have increasingly become a threat in the industry; while a number of new systems have been implemented to mitigate fraud the nature of the business makes it more susceptible with fraud prevention solutions becoming more prevalent. Source
Ron Suber discussed the challenges that online fraud can present to marketplace lenders in his keynote speech at the Fintech Fraud Summit last week in San Francisco; to mitigate fraud, companies must have a comprehensive risk and compliance system that protects it from attacks and fraudulent loans; Ron Suber outlined Prosper's risk and compliance approach in his presentation providing an example for marketplace lenders seeking solutions for mitigating and managing fraud. Source
Fraud is rising, and with real-time payments taking an ever greater hold of the financial system, faster ways to combat are needed.