Neville will be suspended for the game after his sending off in the Carling Cup last week.
"We're not worried," Neville told the London Evening Standard.
"Of course we have to stop Drogba as well as Anelka, Lampard, Ballack and Deco. But we know their strengths. You have to deal with them. We will."