This is the edgiest of edge cases. Intuitively I would assume that such a dialogue box may be a UX smell and there could be better ways to perform a two stage confirmation.

Or you can just bend the UX rules for this one instance.

Or you can consider whether cancel is the best verb anyway; what about “end” or “stop” or “abort”?