Troops are dropped inside my walls! What's happening?

Take a look in research for the Sieges, one of these is called a Bugle Call. This calls Cavalry right to the middle of the battle. When this Siege weapon is upgraded it can be improved to drop Tanks to do damage against defenses. Use walls to slow these down as they will only attack defenses until they're all cleared!