The following result is Proposition 2.4.3 in [1]:
Theorem. Let $K\subset\mathbb{R}^n$ be a bounded convex set with the non-empty interior. Then $\partial K\in C^{1,1}$ if and only if there is $r>0$ such that $K$ is the unioin of balls of radius $r$.
Question. Do you know who is the author of this result?
Hörmander does not provide any reference.
Edit. I am still quite puzzled about the result. The two answers below show that the result was proved in an unpublished PhD from 1957, it was mentioned without a proof or reference in a paper by Kiselman and the first published proof I am aware of appears in Hormander's book. The result is in my opinion very beautiful not entirely trivial so I expect there should be other references.
I am still waiting for more answers showing other references to published proofs.
[1] L. Hörmander, Notions of convexity. Progress in Mathematics, 127. Birkhäuser Boston, Inc., Boston, MA, 1994.