You will encounter different types of enemies on the battlefield requiring different types of attacks and moves to defeat them. To take on a Stealth Enemy:

Wait for the enemy to attack, then dodge.

Dodging reveals the enemy on the Power Activator.

Attack the enemy before it disappears again to defeat it.