Former FBI agent Patrick Steven Yaroch pleaded guilty in federal court in Alexandria, Virginia, on November 5 to wire fraud and money laundering for stealing approximately $2.47 million in cryptocurrency using credentials the bureau had collected during its own investigations. Yaroch, 37, of Ashburn, Virginia, used his access to FBI systems to make about 100 fraudulent transfers tied to 35 separate investigations, then laundered the proceeds.
Yaroch worked at the FBI's Boston Division from 2017 to early 2025 and later in the Counterintelligence and Espionage Division, where he had access to systems holding crypto credentials gathered in investigations. According to prosecutors, beginning no later than December 2024 he used that access to steal crypto from wallets controlled by subjects of other investigations, nation-state actors, and at least one wallet the FBI had created for an operation. He made the transfers and then swapped the stolen funds into other cryptocurrencies and moved them through further transactions to hide their origin, using some of the money to pay off credit cards, car payments and other loans.
Yaroch also prepared for a life abroad. He asked ChatGPT for investment advice and suggestions on where to live in the European Union. After the chatbot recommended buying a vineyard in Portugal, he gave Portuguese lawyers power of attorney to obtain a tax identification number and arranged to travel there in September.
He confessed to a former colleague at the Justice Department's National Security Division on July 29, describing his actions as "very poor decisions." He then reported to FBI headquarters, saying the bureau 'could not or would not act' against an adversary's crypto accounts and he had decided to 'take matters into his own hands.' At that time he said he had made about 10 to 12 transfers worth under $1 million, far less than the roughly 100 transfers and $2.47 million detailed in the plea.
When agents searched his home two days later, they seized a Trezor device, three passports and a slip of paper bearing seed phrases. His Kraken account held about $188,600, mostly in dollars and USDC, with smaller amounts in other tokens, and about $933,800 sat in Suilend, a lending protocol on the Sui blockchain. He told agents he chose Suilend "simply because he liked that the logo was a water droplet." Agents transferred about $925,000 from those accounts to government-controlled wallets.
The statement of facts in the plea agreement says Yaroch's actions compromised multiple FBI investigations into criminal groups and nation-state adversaries, as well as sources and methods used in foreign intelligence collection. He faces up to 20 years in prison and is scheduled to be sentenced on March 4, 2027.
Analysis
Why This Matters
- Insider threat: The case demonstrates the risk that law enforcement agents with access to seized cryptocurrency may exploit that access for personal gain.
- Compromise of investigations: Yaroch's theft compromised multiple FBI probes into criminal groups and state adversaries, potentially undermining ongoing operations.
- Use of AI in flight planning: His use of ChatGPT to plan a new life abroad adds a novel dimension to criminal escapes, highlighting the potential for AI tools to aid in such plots.
Background
Yaroch joined the FBI in 2017, first working on a squad investigating an unnamed adversarial nation-state. He later moved to the Counterintelligence and Espionage Division, where his role gave him access to the bureau’s systems storing cryptocurrency credentials collected in investigations. By December 2024, he had begun siphoning funds from those wallets, making roughly 100 transfers across 35 cases over the following months. He pleaded guilty in November 2026 after turning himself in.
What to Watch
- Yaroch's sentencing on March 4, 2027, where he faces up to 20 years in prison.
- The potential fallout on the FBI's handling of digital assets and whether the bureau will tighten internal controls.
- The long-term impact on the investigations that were compromised, which may affect intelligence operations and prosecutions.
Checked
12 claims in this story checked against 1 source: 12 supported.
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- SupportedFormer FBI agent Patrick Yaroch pleaded guilty to stealing about $2.47 million in cryptocurrency.Decrypt: “A former FBI agent has pleaded guilty to stealing about $2.47 million in cryptocurrency using credentials the bureau had collected during its own investigations”
- SupportedYaroch used access to FBI systems and credentials from 35 investigations to make fraudulent transfers.Decrypt: “where he had access to FBI systems holding crypto credentials gathered in investigations”
- SupportedHe made about 100 fraudulent transfers.Decrypt: “He made about 100 fraudulent transfers using credentials from 35 separate FBI investigations”
- SupportedYaroch pleaded guilty to wire fraud and money laundering in federal court in Alexandria, Virginia, on November 5.Decrypt: “Patrick Steven Yaroch, 37, of Ashburn, pled guilty today to wire fraud and money laundering related to using his access to steal cryptocurrency. @FBIWFO https://t.co/jDVtSiAM3H — U.S. Attorney EDVA (@EDVAnews) November 5, 2026”
- SupportedYaroch faces up to 20 years in prison.Decrypt: “He faces up to 20 years in prison”
- SupportedHe is scheduled to be sentenced on March 4, 2027.Decrypt: “He faces up to 20 years in prison and is scheduled to be sentenced on March 4, 2027.”
- SupportedYaroch worked in the FBI's Boston Division from 2017 to early 2025 and later in its Counterintelligence and Espionage Division.Decrypt: “Yaroch worked at the FBI's Boston Division from 2017 to early 2025 on a squad investigating an unnamed "adversarial nation state," before moving to the bureau's Counterintelligence and Espionage Division”
- SupportedBeginning no later than December 2024, he stole crypto from wallets controlled by subjects of other investigations, nation-state actors, and at least one FBI-created operational wallet.Decrypt: “Beginning no later than December 2024, he used that access to steal crypto from wallets controlled by subjects of other investigations, by nation-state actors, and from at least one wallet the FBI had created for an operation.”
- SupportedChatGPT suggested buying a vineyard in Portugal after Yaroch asked for investment advice and where to live in the EU.Decrypt: “He asked ChatGPT how to maximize profits from investments and where to live in the European Union, and after the chatbot suggested buying a vineyard in Portugal”
- SupportedYaroch described his actions as “very poor decisions.”Decrypt: “that he had made "very poor decisions" involving crypto wallets”
- SupportedAt FBI headquarters, Yaroch said the bureau “could not or would not act” against an adversary's crypto accounts and that he had decided to “take matters into his own hands.”Decrypt: “saying he had become frustrated that the bureau "could not or would not act" against an adversary's crypto accounts and had decided to "take matters into his own hands."”
- SupportedYaroch told agents he chose Suilend “simply because he liked that the logo was a water droplet.”Decrypt: “Yaroch told agents he chose Suilend "simply because he liked that the logo was a water droplet."”