Duff, 23, and Ottawa Senators hockey player Mike Comrie, 30, married last summer.
"Wow what a way to wake up and find out your pregs!" People.com quoted Duff as saying via Twitter Wednesday.
"It's just a rumor guys! Not true. But thanks for all the good wishes! Lol."
Swim Week Miami Beach 2014 [PHOTOS]