The 25-year-old was linked with a move to the Stadium of Light while Roy Keane was in charge.
The Daily Mail reports that current Sunderland boss Steve Bruce has put the defender on a list of possible summer signings.
Taiwo has one year left on his current deal at Marseille, but has been offered a two year contract extension by the French side.