A desperation attack essentially any attack that an enemy uses when its health starts to get low. This is generally its most powerful, or some way most dangerous attack. A prime example is the moon God-Beast Dolan, who has a desperation called Spiral Moon, which in addition to being a strong attack that hits the whole party, temporarily lowers the maximum HP of the party.