Why is my gollum plant dying?

I have had this plant for 3 yrs. I cut down on watering every winter but its leaves are getting mushy and shriveling before dropping off. When I touch the plant, it spews white dust like particle. I have several of these plants and every winter one dies because of this condition. It is in an east window all year around. What could it be?