Cryptocurrency Scammers and Wallet Graphs: How the Central Bank Tracks Shadow Chains

Cryptocurrency scammers stole over 1 billion rubles from Russians in the first half of 2026, and the Bank of Russia is responding with more sophisticated analytics: the regulator is now looking not only at individual cryptocurrency wallets but at entire networks of linked addresses through which suspicious flows pass.

Why the Central Bank Analyzes Transaction Graphs Instead of Wallets

In the first half of 2026, the Bank of Russia added data on 2,600 cryptocurrency wallets linked to illegal activities into its digital compliance system. This is a 44% increase compared to the previous year. The growth is explained by the regulator's gradual shift from searching for individual addresses to analyzing transaction graphs: the connections between wallets, the direction of fund flows, and recurring money withdrawal schemes.

Blockchain makes such chains visible. Any transfer leaves a digital trace: one can see the fact of the operation, the amount, the time, the route, and the addresses involved in the movement of funds. Based on these signs, analysts identify stable behavior patterns and find wallets that are formally different but are actually connected by the same infrastructure.

Creating a new address is not difficult for criminals. It is much harder to make it completely isolated from the already known criminal network while still maintaining convenient access to the legal financial system. This is where graph analysis proves effective: it shows not just one suspicious node but the entire chain.

If a group of addresses is already linked to illegal activity, banks, exchanges, and other financial intermediaries receive an additional risk signal. A client's contact with such addresses may lead to enhanced scrutiny, delays in transactions, or refusals to transfer funds. Even a regular bank transaction, if it is related to the withdrawal of funds from a crypto scheme, becomes subject to closer monitoring.

Why Cryptocurrency Has Become a Convenient Environment for Scammers

Cryptocurrency fraud is a scam in which a person is tricked into giving away money, cryptocurrency, or access to a wallet under the guise of investments, trading, mining, exchanging, asset storage, or participation in a new project. The goal is almost always the same: to obtain a transfer, access keys, or login data, and then complicate the return of funds.

Such schemes spread quickly due to a combination of several factors: crypto transfers often occur without the usual banking oversight, some projects operate outside of clear regulation, and it is difficult for an ordinary user to quickly trace the chain of addresses and understand who is really behind the service. This is exploited by pyramid scheme organizers, pseudo-brokers, and creators of fake platforms.

More than 74% of financial pyramids have used cryptocurrencies to attract funds. Pseudo-brokers have also changed their packaging: instead of stories about earning on currency pairs, they increasingly sell clients on trading crypto assets, arbitrage, mining, AI trading, tokens, and digital assets supposedly backed by gold.

For some investors, cryptocurrency still appears as a technological and promising field. This is what scammers take advantage of. What was once presented as a game on Forex is now called algorithmic strategy or access to the digital market. Fraud changes its facade, but the logic remains the same: to convince a person to invest money and then complicate or block withdrawals.

The internet has accelerated the spread of such schemes. Advertising promises can come through email, websites, messengers, and closed communities. Telegram, an app on Google Play, mentions of Binance, or links to major brands do not prove the reliability of a project. Even the name Google (the company) in a presentation or on a download page does not mean that the service is licensed and responsible for clients' money.

In advertising materials, different concepts are often mixed. Initial public offerings in the stock market, ICOs (cryptocurrencies), tokens, Bitcoin, and investments in mining are presented as almost guaranteed paths to profitability. In practice, such promises often serve as a cover for fundraising, especially if the investor is not shown the legal structure, asset movement, and real risks.

Main Schemes of Cryptocurrency Fraud

Fraud is most often built around trust, urgency, and a beautiful story of easy income. The formats may vary, but the mechanics usually boil down to pushing a person to transfer or grant access.

• Phishing: Fake websites, emails, and login forms steal usernames, passwords, and access to wallets.
• Scam projects: A token, application, or investment idea is actively promoted, collects money, and disappears.
• Ponzi schemes: Returns to old participants are paid from new contributions until the money flow stops.
• Fake exchanges and exchangers: The user sees a balance in their personal account but cannot withdraw funds without new payments.
• Fake applications: The program looks like a service for trading or storing cryptocurrency but is used to steal data or money.
• Pseudo-brokers and managers: The client is shown profitable trading and then asked for additional payments for withdrawal, taxes, fees, or unlocking.
• Hacks and access theft: Fraudsters gain control over an account, wallet, or device and withdraw assets.

Global statistics confirm the scale of the problem. According to Chainalysis, in 2025, cryptocurrency fraud attracted at least $14 billion. The average payment to fraudsters increased by 253% over the year, reaching $2,764. The situation in Russia fits into the global trend: financial fraud is becoming digital, platform-based, and cross-border.

For Russia, a telling signal was the data from the Bank of Russia about 2,600 cryptocurrency wallets linked to illegal activity and over 1 billion rubles stolen from Russians in the first half of 2026. The same trend is visible globally according to Chainalysis estimates for 2025.

How to Recognize Cryptocurrency Fraudsters and Verify a Project

Before transferring money to a crypto company or manager, it is important to check several basic things. They do not provide absolute protection but help quickly eliminate the riskiest schemes.

• Clear legal structure: The company, jurisdiction, beneficiaries, license, and supervisory authority must be verifiable.
• Transparent asset location: The investor should understand where their funds are actually located and whether their existence can be confirmed.
• Separate accounting of client funds: The investor's money should not be mixed with the manager's capital.
• Honest loss policy: A reliable manager does not promise the absence of drawdowns and perfect returns every week.
• Clear withdrawal rules: Requirements to pay additional taxes, fees for unlocking, or insurance payments before returning money look alarming.

There are also simpler signs of risk that should raise red flags even before transferring money.

• Promising too high or guaranteed returns.
• Rushing for a decision and saying the offer will soon disappear.
• Asking to transfer money to a personal wallet or unknown address.
• Not showing documents, the team, work history, and clear terms.
• Referencing well-known brands but not providing proof of partnership.
• Demanding new payments to withdraw already deposited funds.

Phishing and fake accounts amplify risks. An investor may think they see a real balance, while the screen displays fabricated returns. Therefore, not only beautiful reports are important, but also verifiable data: where the assets are, who has access to them, and how transactions are recorded.

How to Protect Yourself and Your Assets

It is impossible to completely eliminate risk, but it can be significantly reduced if one does not rush and checks every step.

• Enable two-factor authentication for exchanges, wallets, and email.
• Download applications only from official sources and verify the developer.
• Carefully check the website address, wallet, and details before making a transfer.
• Do not share private keys, passwords, and confirmation codes.
• Check registration, licenses, work history, reviews, and the transparency of the project team.
• Do not click on links from suspicious messages, chats, and advertising emails.
• Start with a small amount if the service has passed basic verification, and check the withdrawal process in advance.

Why Even a Honest Crypto Fund Can Become Dangerous

The integrity of the manager does not guarantee stable profits. Any trading algorithm depends on market conditions. A strategy that worked well in one environment can quickly lead to significant losses when volatility, liquidity, or market participant behavior changes.

The problem does not start with the loss itself. Losses in investments are always possible. The dangerous moment occurs when the manager hides the drawdown, shows clients fictitious portfolio growth, and attracts new money to cover old obligations. At this point, investment risk turns into a fraudulent scheme.

If the chance to recover capital becomes too low, the fund owner may have an incentive not to acknowledge losses and to withdraw remaining assets. Thus, an initially honest strategy turns into a scheme where the investor risks losing everything.

The main indicator of a reliable crypto fund is not the promised returns, but the transparency of capital, management, and handling of losses. An investor should always understand where their money is, how much it is really worth, and what will happen to it if the strategy fails.

What to Do If Money Has Already Gone to Scammers

It is better to act immediately: the faster the traces of the operation are fixed, the greater the chances of limiting further movement of funds and passing the data to those who can verify them.

• Preserve all evidence: wallet addresses, transaction hashes, correspondence, receipts, screenshots, links to websites and profiles.
• Notify the bank, exchange, or service through which the operation was conducted.
• Contact law enforcement and provide the collected data.
• Warn the platform where the scammers were found: messenger, social network, app marketplace, or advertising service.
• Change passwords, disable suspicious sessions, and check devices if access data may have been stolen.

Recovering stolen funds is difficult: cryptocurrency transfers are hard to reverse, and money can quickly pass through a chain of addresses. However, documenting transactions, reaching out to platforms, and providing data to law enforcement helps to connect wallets to the scheme faster and reduce the risk of further losses.