I was thinking of putting {Ethereal Armor} in my curse deck but was wondering if the curses would count toward enchantments I control.
The curses are attached to your opponent, but you control them since you are the one who put them onto the battlefield.
RESOLVED
Yes, you control them. Any permanent you put into play is one you control unless otherwise specified by a spell, ability, effect or mechanic.
Sweet! Thanks guys.