The alleged assailant in the New York terror attack, Sayfullo Saipov, has brought back to global attention Uzbekistan, the resource-rich, desperately poor, and wildly corrupt Central Asian state that has been largely hidden from view for over a decade.

A number of recent terror operatives and fighters for the Islamic State...