Thoroughly clean off all of the soap scum and wait for the surface to dry (otherwise, the bond might fail). Apply a strip of foam tape on each mounting flange, stopping one inch short of the ends.
For a lot of small-space inhabitants the key to keeping a space functional without overcrowding it starts with a few well-thought-out floating ... corner in your bedroom add some corner shelves.