The Viola have been tracking the 26-year-old since his days at Portuguese side Porto.
The Italian giants have also shown their interest in Chelsea defender Branislav Ivanovic, in a bid to bring in new defenders at the end of the season.
Bosingwa joined Chelsea last summer from Porto for £16.3million.
