John Rusnak was a foreign exchange trader at Allfirst, the US subsidiary of Allied Irish Banks (AIB), who hid about $691 million of currency trading losses by recording fake options trades. The losses came mainly from bets that the Japanese yen would strengthen against the dollar. Those losses stayed hidden for about five years until it was discovered in February 2002.

Rusnak pleaded guilty to bank fraud and was sentenced in January 2003 to seven and a half years in prison. It remains the best-known rogue trading case in the currency market.

BankAllfirst, Baltimore, owned by Allied Irish Banks
LossAbout $691 million
Main betThe yen would rise against the dollar
How it was hiddenFake pairs of options that seemed to cancel out
DiscoveredFebruary 2002
Sentence90 months (7.5 years), January 2003

Who John Rusnak was

Rusnak was a mid-level trader in Allfirst's treasury department in Baltimore, Maryland. His job was supposedly a modest form of currency trading, taking views on exchange rates while using options to limit the bank's risk. On paper his book made small, steady profits, which is exactly what his managers expected to see.

How the losses began

Rusnak believed the yen would strengthen against the dollar, and he took large forward positions to profit from that view. Through the late 1990s the yen often moved the other way, and his positions lost money. Rather than close them and report the losses, he kept them open and added to them, hoping the market would turn. Each new loss needed hiding, and the hole grew.

The fake options

The cover-up relied on pairs of invented options. Rusnak would record that he had sold an option that expired the same day, earning a premium, and bought a longer-dated option with the same currency and strike price, paying a similar premium. On paper the two seemed to offset each other, leaving the bank with no net cash exposure. In reality the long-dated option did not exist, and its recorded value covered his real losses.

How the fake option pairs hid losses1Real lossForward bets on astronger yen lose money2Fake pair bookedSame-day option sold,long-dated optionbought, same strike3Looks balancedThe pair appears tocancel out, so nothingflags4Hole hiddenThe fictitious longoption's value masksthe real lossesSource: prosecutors' statements and the Ludwig report, 2002fxrecap.com
The trick worked only because nobody checked the long-dated options with the counterparty.

The same-day options expired before anyone had reason to look at them, and the bank's systems did not flag expiring one-day options. Asian banks were supposedly on the other side of the long-dated options, but nobody at Allfirst confirmed them with those banks. Rusnak also persuaded colleagues in the back office, whose job was to check trades, that some confirmations were not needed.

Why the controls failed

AIB hired Eugene Ludwig, a former US banking regulator, to investigate. His report, published in April 2002, found that Rusnak had "manipulated the weak control environment" in Allfirst's treasury. Among the failures it described:

  • Trades were not independently confirmed with the other banks that were supposedly on the other side.
  • Rusnak supplied some of the prices used to value his own positions, so he could make them look better than they were.
  • Risk limits were not enforced, and warning signs such as the size of his positions and the cash he used were not followed up.
  • The trading desk was small and remote from the parent bank, so few senior people understood what it did.
What should have caught itControl that failedWhat it would have shownCounterparty confirmationsThe long options did not existIndependent pricingTrue value of the positionsPosition limitsBets far above the desk's sizeSenior oversightProfits too steady for the riskSource: FX Recap summary of the Ludwig report, 2002fxrecap.com
Basic checks, done independently, would have exposed the fraud early.

Discovery and aftermath

In early 2002 a back-office employee found trade tickets that could not be matched, and the pieces started to come apart. When the scale became clear, AIB announced losses of about $691 million. Senior Allfirst executives were removed, and AIB later sold Allfirst to M&T Bank.

Rusnak was indicted on bank fraud charges in June 2002. He was not accused of stealing money for himself: prosecutors said he did not profit from the trading losses themselves. After pleading guilty in October 2002, he was sentenced in January 2003 to 90 months in prison and ordered to pay restitution.

The pattern behind almost every rogue trading case is the same: a loss that is not admitted, a bigger position to win it back, and a cover-up that grows. Retail traders face the same temptation in their own accounts, without anyone to hide from but themselves.

Illustrative case: Mina, 32, Singapore

Mina was short USD/JPY and the trade went 80 pips against her. Instead of taking the loss at her planned stop, she moved the stop further away and added to the position, telling herself the yen had to turn. By the end of the week the loss was ten times her usual risk. Reading about Rusnak made her see the pattern in her own trading. Her rule now is that a stop is never moved further away and a losing position is never added to.

Why rogue traders keep going

Rogue trading cases look remarkably alike from the inside. A trader takes a loss that feels unfair or temporary. Admitting it would hurt their bonus, their reputation or their job, so they keep the position open and hide the gap, expecting the market to come back. When it does not, the position has to grow to have any chance of recovering the loss, and the cover-up must grow with it.

Psychologists call part of this loss aversion: people feel losses more strongly than equal gains and will take big risks to avoid locking one in. Add the pressure of a trading floor, a culture that rewards apparent profits and controls that rely on trust, and the mix becomes dangerous. Nick Leeson at Barings, Jérôme Kerviel at Société Générale and Kweku Adoboli at UBS all described versions of the same spiral, although their cases differ in the details.

What stops the spiral is structure: someone independent checking every position, limits that are enforced, and a culture where reporting a loss early is treated as good practice rather than failure. Individual traders can copy the idea with fixed stops, a trading journal and a rule never to add to a loser.

Lessons for traders and firms

  • Admit losses early. A small loss accepted is cheaper than a big one hidden.
  • Never add to a losing position to get back to even. That is how a bad trade becomes a disaster.
  • Check what you are told. Firms need independent confirmation and pricing; individual traders need honest records of every trade.
  • Steady profits with high risk are a warning sign, not a reassurance.

Read how other hidden losses grew into disasters in the biggest rogue trader losses, and how to keep each loss small in forex risk management.

Cite this guide

FX Recap, "John Rusnak and the $691 Million Allfirst Currency Fraud", updated 11 November 2026, https://fxrecap.com/learn-forex/education/john-rusnak-allfirst

Free to quote with a link. Journalists: data and comment in our press room.

Frequently asked

Who is John Rusnak?

A former currency trader at Allfirst, the US subsidiary of Allied Irish Banks. He hid about $691 million of losses from trading the yen by booking fake options, and was sentenced in 2003 to seven and a half years in prison for bank fraud.

How much did John Rusnak lose?

About $691 million. Allied Irish Banks announced the losses in February 2002, and Rusnak's plea agreement accepted responsibility for that amount. Some reports at the time quoted slightly higher estimates.

How did Rusnak hide his losses?

He recorded fake pairs of options: one that expired the same day and one with a long expiry, at the same strike, so they appeared to cancel out. The long-dated options did not exist, and nobody confirmed them with the supposed counterparties.

What did the Ludwig report find?

Eugene Ludwig's April 2002 report found that Rusnak exploited weak controls at Allfirst's treasury, including missing trade confirmations, prices supplied by the trader himself, unenforced limits and poor oversight from senior management.

Did John Rusnak steal money?

Prosecutors said he did not profit from the losses themselves. The crime was hiding the losses through false records, which kept his trading going and made his results look profitable.

Could a retail trader do something similar?

Not in the same way, because retail accounts are marked to market by the broker every second. The same psychology still applies: moving stops, adding to losers and refusing to accept a loss can turn a small mistake into a large one in your own account.

What happened to Allfirst?

Senior executives were removed after the fraud was discovered, and Allied Irish Banks later sold Allfirst to M&T Bank. The case led many banks to tighten controls on trade confirmation and independent pricing.