Corriere dello Sport reports that the Italian side have expressed an interest in signing the Brazilian international.
The former Lyon star has impressed for Fluminense since joining the club in 2009.
Napoli have previously been linked with players such as Luca Toni, Mario Balotelli and Brandao.