It's blatant historical revisionism to assert that a group of people who didn't believe that black people in America had any rights somehow believed in a concept of universal natural rights that we should apply to people in Yemen or Afghanistan.
The Constitution is fundamentally a product of "social contract" thinking. The preamble says:
"We the people of the United States, in order to form a more perfect union, establish justice, insure domestic tranquility, provide for the common defense, promote the general welfare, and secure the blessings of liberty to ourselves and our posterity, do ordain and establish this Constitution for the United States of America."
When you see uses of "the people" in say the First Amendment, it's a clear reference to "the people of the United States" not "people everywhere." It's not necessarily limited to U.S. Citizens, but it is limited to people who have some nexus to the U.S., either through citizenship or presence on American soil.
Clearly there are laws, and the US government is bound to those laws. Are you saying that the US government can have people killed? Torture? And as long as the US legal system isn't there to intervene it is legal?
Short Answer: None.
So if the Constitution doesn't grant those things to citizens, how can we remove them from non-citizens?