CP's changed but health remains the same

An attack won't inflict the same damage. If the damage stat is increased for example, the damage from that Pokemon's attacks will also increase. If the defense is increased, that Pokemon will take less damage from the same attack.

I feel sorry for some pokemon like Gengar and Alakazam which have high cp now but still fragile.