Well, we're already assuming a preposterous level of similarity between our behavior and that of putative aliens in order to have this conversation. To assume that they might have evolved similar moral systems is no more unlikely to assume that they're interested in spaceflight. Well, actually, it's less ridiculous.
Well, in order to get here, they have to at the very least be interested in spaceflight. That's a given.