The show sees a panel of four judges try to guess the identity of a performer wearing a unique costume, with celebrities and politicians alike among former contestants.

However, the appearance of Mr Giuliani, who was involved in baseless legal attempts to overturn the 2020 US election, was too much for judges Ken Jeong and Robin Thicke, according to Deadline.

The other two judges – Jenny McCarthy and Nicole Scherzinger – remained on stage and are said to have “bantered” with Mr Giuliani.

The attorney and former mayor of New York City was last summer suspended from practising law in New York over his role in Trump’s bids to overturn the election result.