(I'd wager to the death, considering Fluffy's distinctly lethal approach to this.)

The Imperials, unfortunately, are quite vulnerable to the smoke grenades, not having the usual helmets or anything else that would mitigate the coughing or not-being-able-to-see issues.

So, the smoke grenades do their job rather nicely.