Eventually, yes. Homemade Italian salad dressing can last about 4 months or so, refrigerated. Know that olive oil is a solid under refrigeration. This doesn't affect the quality though. All you need to do is let it sit on the counter for 10 minutes or so before using, and it will liquify again. Do not store the dressing on the counter though. It needs to be refrigerated to last.