The Penguins were blanked over the final 45 minutes, but Marc-Andre Fleury made the early lead stand up by turning aside 37 shots. It was Pittsburgh's seventh win in eight games.
Chris Conner and Jayson Megna added Pittsburgh goals in the first period against Cory Schneider.
Schneider stopped 20-of-23 shots in the loss.
Dennis Rodman pledges to end trips to North Korea
Teacher apologizes for showing sexual image of herself in class