The Court of Appeal in London considered mitigating factors including
his diagnosis for Asperger's Syndrome, a condition on the autism
spectrum.
He was previously sentenced in August to 14 years in prison for conspiracy to defraud.
Hayes was the first person to face a jury trial for manipulating the rate.
Libor is used as a benchmark for trillions of pounds of global borrowing and lending.
Many of the world's leading banks have paid heavy financial penalties for tampering with the benchmark.
Lawyers failed to overturn the conviction of the former UBS and Citigroup trader.
Lord
Thomas, sitting with Sir Brian Leveson and Lady Justice Gloster, said
that none of the grounds of appeal on conviction had any merit.
"Those who act dishonestly in these markets
must receive severe sentences to deter others from criminality that is
often hard to detect and has such a damaging effect not only on the
markets, but more broadly on the general prosperity of the state," he
said.
Hayes said in a statement: "Today I lost a battle to have my conviction in relation to Libor overturned.
"Whilst
I am immensely disappointed with this result, I am relieved and
grateful that the extremely long sentence imposed on me has been
reduced."
He added: "I continue to maintain my innocence."
The
case was originally brought by the Serious Fraud Office, which said
Hayes set up a network of traders over 10 financial institutions and
persuaded them to help rig Libor rates for profit.
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