Sweet Tooth

The Birthday Cake Armor is an upcoming unique armor set $$ coming in the Anniversary Event for Dungeons.

Obtaining
The Birthday Cake Armor will presumably be obtained from the Minecraft Dungeons Anniversary Seasonal Trials.