It is known that If X,Y are independent random variables, Mx+y(t)=Mx(t)My(t)
It's because if X and Y are independent, f(X) and g(Y) are also independent.
How about the opposite?
It X and Y have moment generating function and Mx+y(t) = Mx(t)My(t), then X and Y are independent