Evgeni Malkin scored a power-play goal 1:16 into the third period and Marc-Andre Fleury made 18 saves, lifting the Penguins to a 2-0 win over the Canadiens on Tuesday night and a 2-1 lead in the Eastern Conference semifinal series, according to an Associated Press report.