Hehe, I had similar problems at times if I wasnt careful about my char selection. I actually reckon madness is easier for my team than hard!
Key thing is to take in some immunity providers or talismans and/or debuff cleansers. Ideally you want immunity or angel talismans on a cleanser and have enough power spare. Of course alchemy talismans are super useful in that one (if you have them).
Other approach is to get heavy hitters and smash that Anubis first before he can stun you.