Julia Roberts and Clive Owen get into a little fight on Monday while shooting a scene outside department store Lord & Taylor on the set of their latest production, Duplicity.

The thriller will be directed by Tony Gilroy (the Bourne franchise, Michael Clayton) and is about a pair of corporate spies who share a steamy past and hook up to pull off the ultimate con job.