The report claims that the Premier League outfit have been keeping close tabs on the Serbian international are have made the Black Eagles an offer.
Milosevic signed a 3.5 year deal with the Black Eagles on a €1 million move from AIK Stockholm.
The powerful defender of Serbian origin created two assists and scored three goals in 28 appearances for AIK this season before his move to Turkey.
The Swedish international of Serbian origin broke his foot soon after during training after joining the Istanbul giants but returned in time of the 2015-16 season.
Milosevic stayed at Besiktas for the first half of the season before being loaned out to Bundesliga outfit Hannover in January.
The 22-year-old played 10 games before being ruled out for the rest of the season with injury.
Milosevic still has another two-years remaining on his contract with Turkish Super League champions Besiktas.