Cryptocurrency has a reputation problem.
According to blockchain firm, Ciphertrace, 2019 saw a 533% increase in losses from cryptocurrency fraud, scams, and theft, totaling around $4.5bn. The technology has become the go-to currency for a new breed of criminals who take advantage of its pseudonymous nature, lack of government oversight, and easy transfer and conversion to fiat currencies.
But things are changing. Governments worldwide are grappling with ways to regulate it. In this 2-part series, we’ll see how tools for data visualization – or link analysis as it’s more commonly known by fraud analysts – help cryptocurrency exchanges and financial institutions to identify high-risk accounts and more easily comply with anti-money laundering (AML) regulations.
This blog post explores cryptocurrency’s reputation problem in more detail. We’ll look at how the US authorities regulate cryptocurrency, and some of the proactive steps technology companies can take to comply.
For details of what it is and how it works, take a look at our cryptocurrency blog posts
It’s thought a typical large US bank processes billions of dollars annually in undetected cryptocurrency-related transfers. A portion of this is likely to be illegally-obtained, or straightforward money laundering.
To get under the radar, criminals create shell companies using fake or stolen IDs. These entities become unlicensed money services businesses (MSBs), taking advantage of the relatively low level of scrutiny applied to business bank accounts to transfer large amounts of illicit funds.
Without a way to assess the risks posed by virtual asset service providers (VASPs), banks are increasingly refusing to work with cryptocurrency-related businesses. They lose out on potentially lucrative legitimate customers and force less scrupulous firms to hide the true nature of their business.
Short answer is it’s faster and cheaper to transfer funds compared with traditional banking systems, particularly to accounts overseas.
Here’s a basic example. Jo, in the US, wants to transfer $100 USD to Lesley, in Italy. Using a fiat system:
Time taken: 3-5 days
Cost: up to $50 USD, + $3.20 SWIFT fee
Now compare this with a cryptocurrency approach. In this example we’ll use Ripple, the company and technology behind the XRP cryptocurrency (more on Ripple and XRP later).
Time taken: a few seconds
As the popularity of legitimate cryptocurrency transactions increases, financial organizations that are wary of them risk getting left behind. People like Jo and Lesley want to carry out financial transactions using trustworthy money service businesses. Fiat-based financial services must follow strict AML regulations, but what about cryptocurrencies?
Under US law’s Bank Secrecy Act, more commonly known as the ‘travel’ rule, financial institutions must keep comprehensive records of every transaction and be able to produce them in a timely manner. This legislation has been central to the government’s AML regulations for many years.
To guard against money laundering by virtual asset service providers, the US Treasury’s Financial Crimes Enforcement Network (FinCEN) expanded and clarified its travel rule. In short, this means VASPs must be categorized as MSBs or financial institutions, and have to follow the same AML obligations as banks, including:
U.S. Treasury led-Financial Action Task Force (FATF) told crypto exchanges and regulators worldwide that they’d need to comply from June 2020.
At the time of writing, XRP is the world’s 4th largest cryptocurrency coin by market capitalization, with around $4.5bn USD equivalent in circulation.
The currency’s creator is the technology company, Ripple. It provides cryptographic ledger technology and is the single largest XRP token owner. Ripple has been especially proactive when it comes to AML activity. In partnership with Coinfirm and Elliptic, they’ve investigated activity on their network, revealing about $400m of XRP tokens had been tied to illegal transactions.
Like all blockchain-based currencies, XRP transaction data is publicly available. This allows those of us interested in link analysis AML and fraud detection to explore and visualize the connections to find insight.
Visualization tools like KeyLines and ReGraph are vital for VASPs looking to actively manage their compliance in the new age of cryptocurrency. Querying, collating and exploring financial transactions as a network of linked connections makes the process faster, simpler and more effective.
Financial records are typically vast and complex, so finding and tracking possible irregularities requires a robust data analysis process. Mapping them out manually would be an arduous manual process, but with link analysis or graph visualization tools, it’s easy to drill down into key individual transactions.
Advanced filtering options give analysts the power to instantly pinpoint the exact transaction amount and the time it took place.
In part two, we show you each stage of the process for visualizing and analyzing XRP cryptocurrency, from building a graph model and designing a visual model, to exploring the data and revealing patterns of possible AML violations. You’ll see how our SDKs power tools that are essential to the compliance process.
In the meantime, if you want to learn more about how our products help manage risk and threat in financial services, download our white paper