If things had been leaking, and there is moisture weeping from behind, you will probably have problems with any type of caulk. Some may skin over in a short time, but can take over a week to fully cure. Silicon is a pain to work with, but can last a long time. Search on caulk, and you'll get some ideas. Also check out www.johnbridge.com for some ideas and info in their 'Liberry'.