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‘Shallowfake’ The Rise of AI Insurance Fraud



The insurance industry is facing a new and sophisticated threat that’s reshaping how fraudsters operate. Gone are the days when criminals needed to stage elaborate “cash for crash” scenarios or physically damage property to make fraudulent claims. Today’s fraudsters are armed with artificial intelligence technology that can digitally manipulate images to create convincing evidence of […]

    The insurance industry is facing a new and sophisticated threat that’s reshaping how fraudsters operate. Gone are the days when criminals needed to stage elaborate “cash for crash” scenarios or physically damage property to make fraudulent claims. Today’s fraudsters are armed with artificial intelligence technology that can digitally manipulate images to create convincing evidence of damage that never occurred.

    The Alarming Rise of ‘Shallowfake’ Technology

    LV Insurance reported an astonishing 300% increase in technology-manipulated claims during 2023, highlighting the rapid adoption of what experts term ‘shallowfake’ technology. Unlike deepfakes, which require sophisticated software and expertise, shallowfake tools are readily accessible and can alter images with disturbing ease.

    This emerging fraud method involves using readily available technology to modify photographs, showing damage to buildings, vehicles, or other insured assets. Criminal gangs have discovered they can operate entirely remotely, using falsified paperwork from garages and builders who are part of their schemes, or by forging documents from legitimate contractors.

    The sophistication has reached alarming levels. Some fraud rings have gone as far as locating written-off vehicles and digitally altering registration numbers in photographs to match the details of vehicles they’ve insured, enabling them to steal thousands of pounds from insurers without ever owning or damaging the actual vehicle.

    How Shallowfake Fraud Operates

    The typical shallowfake insurance fraud follows a predictable pattern:

    Digital Manipulation: Fraudsters use AI-powered image editing tools to add realistic damage to photographs of vehicles, buildings, or other insured property. These tools can convincingly simulate fire damage, collision impacts, storm damage, or water damage.

    False Documentation: The manipulated images are supported by fabricated repair estimates, invoices, or witness statements. Some gangs operate networks of complicit businesses that provide seemingly legitimate paperwork to support the fraudulent claims.

    Remote Operations: Unlike traditional fraud that required physical staging, shallowfake operations can be conducted entirely online. This makes them harder to detect and allows fraudsters to operate across wider geographical areas.

    Volume Strategy: Rather than focusing on a few high-value claims, many shallowfake operations target numerous smaller claims that are less likely to trigger detailed investigations.

    The Business Impact

    For businesses, the implications extend far beyond individual claim costs. Insurance fraud drives up premiums across the entire market, with the Association of British Insurers estimating that fraud costs the industry £1.1 billion annually. This cost is ultimately passed on to honest policyholders through higher premiums.

    The challenge for insurers is that shallowfake images can be remarkably convincing. Traditional fraud detection methods that rely on physical evidence examination become less effective when the primary evidence is digitally fabricated.

    The Importance of Expert Guidance

    Experienced insurance brokers like The Bateman Group play a crucial role in protecting businesses from fraud-related premium increases. We work closely with insurers who have robust fraud detection capabilities and can help implement protective measures within insurance programmes.

    As AI technology becomes more accessible, the threat of shallowfake fraud will likely continue growing. However, the insurance industry is responding with increasingly sophisticated counter-measures, including AI-powered detection systems and enhanced verification processes.

    The key to protection lies in awareness, preparation, and working with experienced professionals who understand these emerging risks. By staying informed about fraud trends and implementing appropriate safeguards, businesses can protect themselves while contributing to the industry-wide effort to combat this evolving threat.

    For advice on protecting your business against insurance fraud and ensuring your coverage remains both comprehensive and cost-effective, contact The Bateman Group.

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