In brief

  • Crypto tracing firm CipherTrace has added "real-time analytics and predictive risk scoring" to its software.
  • It aims to help crypto exchanges and similar businesses freeze transactions that may be linked to criminals before those transactions can be confirmed on the blockchain.
  • CipherTrace hopes to aid crypto businesses steer clear of funds derived from criminal activity.

DARPA-backed blockchain analytics firm CipherTrace today unveiled “predictive capabilities” for its crypto tracing softwarea move designed to better help cryptocurrency exchanges and similar businesses flag and freeze transactions that may be linked to criminal behavior.

The new tools, which include real-time analytics and predictive risk scoring, are now available for existing customers and will be offered to new clients at the end of July, according to the firm.

The launch comes at an opportune time. Just last week, the tech world was rocked by a massive Twitter hack that saw scammers take over more than 100 high-profile accounts to push a Bitcoin scam. The scam pulled in more than $120,000 in Bitcoin from unsuspecting Twitter followers, before crypto exchanges like Coinbase began freezing transactions to the scammer’s wallet address.


CipherTrace’s latest tech, though it isn’t novel in the industry, aims to help exchanges be even quicker on the draw.

In an interview with Decrypt, John Jefferies—chief financial analyst at CipherTrace—explained how it works: Bitcoin transactions will be scored using the company’s money monitoring system and algorithm before being committed to the blockchain, he said.

“Exchanges, [crypto] ATMs, [over-the-counter] desks, hedge funds, and other [virtual asset service providers] use our software to score transactions as they flow into their platforms,” he said. “By ingesting data from the blockchain, our AI scores transactions from low to high money laundering risk based on whether the funds have been tainted.”

Before being confirmed to the blockchain, BTC transactions are stored in what’s known as a mempool and must await validation. It can take anywhere between 10 minutes to several hours before transactions are confirmed and finalized on the blockchain. CipherTrace’s tech aims to help exchanges and other businesses identify “risky” transactions before they are final.

CipherTrace labels a transaction as potentially high risk when it discovers data suggesting an address involved in the transaction can be attributed to a sanctioned region or entity. The data may also place the address in one of the following categories: criminal, dark market, gambling, malware, ransomware, or mixer.


The idea is to help crypto businesses steer clear of unlawfully gained funds from criminals or even terrorists.

“Risk scoring is based on the source of funds,” Jefferies explained. “When transactions enter the mempool, CipherTrace can see these risky transactions and know where they came from before they are written to the blockchain. This allows our customers to ‘see into the future’ and stop the funds while they’re on route to a [virtual asset service provider].”

According to Jefferies, CipherTrace has visibility into roughly 87% of the global trading volume and boasts hundreds of millions of attribution data points. It’s this, he said, that allows the crypto tracing firm to decipher which funds are clean and which ones may be linked to criminals.

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