Bulgaria managed to beat Montenegro 4-1 at the weekend, a game where Berbatov scored a goal.
“After Saturday’s success, we believe we can do it, even if it will be very, very difficult,” he said.
“On a personal level, I am happy to have returned to scoring for the national side and having ended this drought.
“I am convinced we have every chance of beating Italy.”
