Meta has announced a sweeping set of anti-fraud measures and disclosed the results of a major international enforcement operation targeting criminal scam networks, as the company reports a significant rise in fraudulent campaigns that use gambling-related content as a hook for extracting money from victims across its platforms.

The company removed more than 159 million fraudulent ads across Facebook and Instagram in 2025 for violating its advertising policies. It also deleted 10.9 million accounts linked to scam networks, many of which were connected to organised fraud operations. Meta says over 90% of fraudulent content is now detected automatically before users can report it, a figure it attributes to investment in AI-driven detection systems that analyse text, images, and behavioural patterns to identify impersonation, brand misuse, and unrealistic financial promises.

The centrepiece of Meta's latest enforcement announcement is a coordinated international operation known as Joint Disruption Week, conducted in Bangkok with the Royal Thai Police Anti-Cyber Scam Center, the US Federal Bureau of Investigation, and the US Department of Justice Scam Center Strike Force. The operation led to 21 arrests and saw Meta disable more than 150,000 Facebook and Instagram accounts tied to Southeast Asian scam compound networks. The Singapore Police Force contributed intelligence that supported the removal of approximately 4,900 of those accounts. Meta's director of global threat disruption, David Agranovich, said the operation demonstrated that real-time intelligence sharing between platforms and law enforcement enables faster disruption than either can achieve independently, and confirmed that further joint operations are planned throughout 2026.

The scam networks dismantled in the operation are described by authorities as sophisticated criminal enterprises operating out of compounds in Myanmar, Cambodia, and Laos. Workers at these facilities, many trafficked or coerced into participation, contacted victims via social media under fabricated identities, built trust through fake romantic or professional relationships, and then funnelled targets toward fraudulent investment schemes and fake gambling platforms. Meta's adversarial threat report identified Mandarin-speaking audiences in China, Taiwan, Hong Kong, and Singapore as the primary targets of these networks, reflecting both the financial returns available in those markets and the linguistic capabilities of the compound workforces.

Gambling is central to how many of these schemes are packaged and presented to potential victims. Scammers promote fake gaming platforms, claim to offer guaranteed winnings, and use manipulated images of celebrities, major brands, and influencers to lend credibility to fraudulent sites. A recent investigation by SiGMA News identified the spread of fake online casinos operating under the Amazon Slots brand on social media, using fabricated endorsements from Jeff Bezos and influencer Khaby Lame to persuade users to deposit money or hand over personal data. Italy's Customs and Monopolies Agency confirmed the platform was not licensed to operate in the country. Separately, a Nigerian operation dismantled by local and UK authorities found scammers posing as cryptocurrency traders running investment communities that promised large returns before stealing transferred funds.

Meta has also acted against a romance scam network of more than 15,000 accounts in which scammers posed as young Japanese women, cultivated online relationships, and then requested money or directed victims toward fake investment and gaming products. The company notes that these schemes rely heavily on psychological and emotional manipulation, a pattern that makes them particularly resistant to purely technical countermeasures.

On the product side, Meta is introducing a series of new user safety tools. Facebook will deploy automatic alerts when users receive friend requests from accounts displaying suspicious signals. WhatsApp will add warnings when a device-linking request appears potentially fraudulent, a tactic scammers use to gain access to victim accounts. Messenger will introduce AI-powered scam detection that flags chats with unknown contacts when they match patterns associated with fraudulent job offers or similar schemes.

The company's advertiser verification programme is being scaled with similar urgency. Meta has set a target for 90% of its advertising revenue to come from verified advertisers by 2026, with the highest scrutiny directed at financial investments, cryptocurrency services, and online gambling. The company acknowledged that criminal groups now operate simultaneously across social media, messaging apps, investment platforms, and cryptocurrency channels, and said the response requires coordinated action between technology companies, financial regulators, law enforcement, and consumer organisations. Meta noted that between October 2025 and February 2026, its ongoing partnership with the Royal Thai Police had already resulted in the disabling of more than 52,000 Facebook pages suspected of illegal activity.

The scale of Meta's removal figures is striking, but it also invites scrutiny. Removing 159 million fraudulent ads in a single year suggests either that the problem is far larger than previously acknowledged or that the detection net is now wide enough to catch a much higher proportion of what was always there. Probably both. What matters more for the iGaming industry is the targeting dimension: online gambling content is now explicitly identified by Meta as a high-risk advertising category sitting alongside cryptocurrency and financial fraud. That classification will tighten the conditions under which legitimate licensed operators can advertise on the platform, adding compliance costs and access constraints at the same time as it is meant to protect consumers.

The relationship between Southeast Asian scam compounds and fake gambling platforms is not incidental. Many of these operations grew out of the online casino infrastructure that served Chinese high-rollers before the COVID-19 pandemic closed those markets. When the customer base disappeared, the technology, the workforce, and the distribution networks were redirected toward fraud. That history matters because it means the criminal networks behind these scams have deep familiarity with gambling product design, payment processing, and player acquisition tactics. They are not simply advertising fake casinos at random. They are replicating the look and feel of real gambling products with precision, which makes detection significantly harder for both platforms and users.

The advertiser verification push is the most consequential structural change Meta has announced. A target of 90% verified advertising revenue by 2026 would represent a significant shift in how the platform manages access for the categories most associated with fraud. For licensed gambling operators, this creates both a challenge and an opportunity. Companies that can demonstrate regulatory standing, pass verification, and meet Meta's compliance requirements will face less competition from fraudulent lookalikes on the platform. Those that cannot clear the verification bar will find themselves effectively excluded from one of the world's largest advertising channels. The incentive to invest in regulatory compliance has rarely been more directly tied to platform access.