Maybe, but the
oval office (if you look at a
floor plan of the White House on the same site) is not exposed to any public lines of sight. There are berms of dirt and lots of heavy vegetation. You can't even see it from the rooftops of nearby buildings. The President is truly hidden in the rose garden.
The site is actually pretty cool if you want an idea of what the White House looks like inside.