The first one. I cannot say I'd use this expression, but as many is to much, multitude is to mass. Many items, much wool. A multitude of items, a mass of wool. The first is countable. The second represents a quantity but not generally countable items expect by a total such as weight or total size. If the difficulties are, in theory countable, then "multitude".