The Biancocelesti suffered a 4-1 defeat when the two sides met earlier this season, and Klose believes that they can stop Juve from recording their 13th consecutive victory in the league.
"We do not want to concede another four goals," he told Sky Sport Italia. "We must work hard in these coming days because we are convinced that we can do well.
"To me, Juventus are a great team, Conte is a great tactician. We have to win the individual battles and with a little luck we can take a draw, if not something more."
Lazio are currently ninth in the Serie A table.