It's over a failure to face mandatory challenger Vyacheslav Glaskov.
Fury – whose grandmother is from Tipperary – has already signed up for a rematch with Wladimir Klitschko – whom he beat on a unanimous points decision last month.
The IBF now want Ukrainian fighter Glaskov to take on America's Charles Martin for the newly vacant title.