C-s after calling swiper will bring up the last search.
M-p will iterate back through the search history. M-n will do the same the other way.
If you followed the installation instructions and used the proposed bindings, swiper-isearch is bound to C-s, so C-s C-s will do what you want with zero effort.
As @NickD pointed, Swiper is an isearch replacement, most ...