Le Parisien claims the Bianconeri are keen to strengthen their team, as they have only two natural full-back.
Sagna has made 34 appearances for Arsenal this season and has admitted that he is happy at the Emirates.
The Frenchman joined the Gunners from Auxerre in July 2007 for £6.1million.