This study will establish whether prolonged chronic dosing with secukinumab is needed in participants with Non-radiographic axial spondyloarthritis, (nr-axSpA) who have achieved remission. Remission is defined as Ankylosing Spondylitis Disease Activity Score - C-reactive protein (ASDAS-CRP) Inactive Disease (ID) response (ASDAS-CRP \< 1.3). Maintenance of remission on continued secukinumab treatment will be evaluated compared to placebo using a randomized withdrawal design. The primary outcome measure for this study is the proportion of participants remaining flare-free at Week 120.