US Cross-Border Scam Crackdown Removes Millions of Fraud-Related Accounts: How Crypto Tracing Supports Investigations

TrustformerKYTAMLCrypto SecurityCross-Border FraudBlockchain Risk Analysis

Cross-border online fraud remains a significant source of risk for the digital asset industry. On October 13, 2026, the US Department of Justice announced the results of an international joint operation targeting transnational criminal scam networks operating in West Africa. According to the department, law enforcement agencies and private-sector companies coordinated intelligence and enforcement efforts. More than 3.7 million accounts, pages and groups associated with scams were removed, while the operation contributed to arrests, cryptocurrency seizures and the rescue of more than 100 trafficking victims. Private-sector participants also shared leads on more than 30 suspected scam centers and identified over $11 million in potentially restrainable funds.

The operation illustrates the complexity of modern fraud investigations. Authorities may need to connect social media accounts, fraudulent investment platforms, scam infrastructure and digital asset transactions rather than investigate a single website or bank account in isolation. For exchanges, wallet providers and compliance technology firms, identifying suspicious addresses, linking related transactions and preserving investigative evidence are increasingly important parts of anti-money laundering controls.

Why Are Cross-Border Crypto Scams Difficult to Detect?

Fraud networks often use social media, messaging applications or fake investment websites to establish trust before persuading victims to purchase cryptocurrency and transfer it to designated wallets. Some schemes display fabricated investment returns or permit small withdrawals to make a fraudulent platform appear legitimate. Once funds enter the blockchain, criminals may move them through multiple addresses, making it harder to reconstruct the full flow and identify the ultimate beneficiaries.

Cross-border operations add another layer of complexity. Victims, perpetrators, exchanges and receiving entities may be located in different jurisdictions, each with different legal procedures and information sources. A single institution may only see part of the transaction chain. Investigations therefore often require a combination of victim reports, account records, device information, exchange data and blockchain analysis.

Cryptocurrency transactions are not inherently criminal, but public blockchain records can provide valuable investigative leads. By examining transfers between addresses, patterns of fund consolidation and distribution, and exposure to identified high-risk services, investigators can prioritize transactions that require further examination.

How Can KYT Help Trace Fraud Proceeds?

Know Your Transaction (KYT) tools analyse blockchain activity to support risk identification and investigations. Unlike customer checks performed only during onboarding, KYT can monitor transactions continuously and update risk assessments as new intelligence becomes available.

For crypto-asset service providers, KYT can help identify transactions linked to known scam addresses, suspicious collection wallets or high-risk entities. When a risk signal appears, compliance teams can examine transaction amounts, timing, address relationships and customer activity before deciding whether to escalate the case or file a report under applicable laws and internal procedures.

However, an on-chain connection does not automatically establish that a customer has participated in criminal activity. An address may belong to an exchange, custodian or other intermediary, so alerts require contextual review. Businesses should document alert triggers, investigative steps, decisions and supporting evidence instead of relying exclusively on automated risk scores.

How Should Platforms Strengthen Cooperation and Controls?

The operation highlights why internal data held by a single organisation may not be enough to uncover an entire fraud network. Exchanges, blockchain analytics providers, social media companies and law enforcement agencies can exchange relevant intelligence through lawful channels, subject to applicable privacy and data protection requirements. This cooperation can help investigators connect fraudulent accounts and infrastructure with the movement of funds.

Businesses can strengthen their processes in three ways. First, maintain and regularly review intelligence on high-risk addresses and emerging scam patterns. Second, establish clear responsibilities for investigating, escalating and resolving alerts so that serious cases do not remain at the automated-warning stage. Third, improve evidence retention and cross-team coordination to ensure that investigative decisions are traceable and that appropriate information can be provided in response to lawful requests.

Companies should also avoid relying entirely on static blacklists or address labels. Fraud networks can replace wallets, communication accounts and transfer routes quickly. Continuous monitoring, behavioural analysis and human investigation therefore need to work together.

The US-led operation demonstrates how cross-border fraud investigations increasingly depend on information sharing and the ability to trace digital asset flows. For digital asset businesses, a mature KYT framework is not simply a tool for flagging suspicious transactions. It also supports customer risk assessment, internal investigations and regulatory reporting.

About Trustformer

Trustformer is a leading blockchain security and compliance technology company specializing in providing professional risk management and compliance solutions for the global cryptocurrency ecosystem. We have developed the cutting-edge Trustformer KYT (Know Your Transaction) platform, which integrates artificial intelligence, blockchain analytics, and regulatory technology to deliver comprehensive, accurate real-time transaction monitoring, risk assessment, and suspicious activity reporting services.

With deep industry expertise and technological innovation, Trustformer is dedicated to helping Virtual Asset Service Providers (VASPs), crypto financial institutions, and investors build a safer and more transparent crypto financial environment. We believe that driving compliance and trust through technology can contribute to the thriving growth of the global digital economy.