A section of the Old Holywood Road near the Palace Barracks was closed to traffic just before 10am on Saturday.
Motorists have been advised to seek alternative routes.
A PSNI spokesman said they could give no further details at this stage.
A number of British army units are based at the barracks.
It also hosts MI5’s headquarters in the North.