Once, I was shooting the Arc de Triomphe with a 4x5 inch monorail.

A nearby gendarme politely waited until I had finished, and then strolled over to tell me that really, I should have a permit...

That was the sum total of my problems with shooting in Paris, on many visits. Without a tripod, it really doesn't matter.