This doesn't seem like a very likely scenario. The whole purpose of Federal government is to take care of everyone...because we're all soooo helpless

Biological would be the best way to go about it, then you can 1. Easily control it(vaccines). 2. None of your subjects would suspect you. But that wouldn't ever happen, at least not for humanitarian reasons.