This is a very old argument. Certainly anyone familiar with Nietzsche or Strauss will have seen one version of it rehearsed. But it's not entirely persuasive (there are some excellent counter-arguments already in this thread), and there are reams of literature on it.
The truth is, we do not know for certain what Plato or Aristotle really meant, and these philological arguments don't - can't - settle the matter.
Would you have any good summary or review articles on the debate to recommend?
It certainly feels like there'd be plenty of other data to help judge the question besides just Plato's and Aristotle's writings - e.g. other writings from the era or anthropological data from non-Western cultures (e.g. it was already mentioned that "distinguishing right and wrong" has been documented as a human universal by one anthropologist).
I was stunned to read the accounts quoted below. They're claiming that the notion of morality - in the sense of there being a special category of things that you should or should not do for the sake of the things themselves being inherently right or wrong - might not only be a recent invention, but also an incoherent one. Even when I had read debates about e.g. moral realism, I had always understood even the moral irrealists as acknowledging that there are genuine moral attitudes that are fundamentally ingrained in people. But I hadn't ran into a position claiming that it was actually possible for whole cultures to simply not have a concept of morality in the first place.
I'm amazed that I haven't heard these claims discussed more. If they're accurate, then they seem to me to provide a strong argument for both deontology and consequentialism - at least as they're usually understood here - to be not even wrong. Just rationalizations of concepts that got their origin from Judeo-Christian laws and which people held onto because they didn't know of any other way of thinking.