Itasportpress reports that the Italian side have expressed an interest in signing the 25-year-old.
Genoa are looking to strengthen further, despite already having signed Eduardo, Luca Toni and Gergely Rudolf.
Sosa’s current contract with Bayern Munich is set to expire in the summer of 2011.
