Diouf was the subject of major interest from Crystal Palace last week.
However, D Sports says Palace have failed with an offer for Diouf, so opening the door for Liverpool.
The Reds see Diouf as a potential long-term successor for Andrew Robertson.
The left-sided wing-back has scored six league goals and made two assists for Slavia this season.