The band were due to play to a sold-out Olympia Theatre at 8pm.
They tweeted to apologise and say information on refunds will follow shortly.
"So sorry to announce, due to illness, we have to cancel tonight’s show".
"We are gutted & were so looking forward to Dublin but it’s just not possible to do the show tonight".
The band promised information on refunds "will follow shortly".