The image, unveiled on the comic book blockbuster's official website, shows Hathaway's Selina Kyle mounting the Batpod.
Batman insiders recently described Hathaway's Catwoman outfit as "less sexy" than previous screen incarnations of the character.
"Anne's outfit is more tactical, like the comic book, than the previous Batman movies," the source reportedly said. "She will definitely be wearing the goggles and it's going to be less sexy than Halle Berry and Michelle Pfeiffer's Catwoman costumes. She's going to look more like a robber."
Christian Bale, Tom Hardy, Gary Oldman, Michael Caine, Morgan Freeman, Joseph Gordon-Levitt and Marion Cotillard will co-star in The Dark Knight Rises, opening in cinemas on July 20, 2012.
More Batman coverage:
> Catwoman: Anne Hathaway, Michelle Pfeiffer, Halle Berry - in pictures
> Anne Hathaway as Catwoman - What do you think?
> Batman battles Bane on 'Dark Knight Rises' set - video
> Who is the mystery figure in the 'Dark Knight Rises' teaser trailer?
> 'The Dark Knight Rises' may not be my last 'Batman', says Michael Caine
> Gary Oldman: 'Dark Knight Rises' come back to 'Batman Begins'
Watch the Dark Knight Rises teaser trailer below: