A video posted on Instagram appears to show Mitrovic at a New Year's Eve party with Crystal Palace captain Luka Milivojevic.
It's understood the London club are looking into the validity of the video.
It comes after a number of positive Covid-19 cases at Fulham led to the postponement of Wednesday's Premier League match against Tottenham.