According to the International Atomic Energy Agency, there have been 2,200 recorded attempts of smugglers attempting to steal uranium between 1995 and 2012.
In order to create a dirty bomb, at least 55 pounds of highly enriched uranium is needed.
Source: Damien McElroy, “Terrorists ‘acquire nuclear container to smuggle uranium’,” Telegraph, October 17, 2012.