They didn't bother to hide in my era, not without purpose. They were equal to the Jedi in numbers and worked just as openly as the Jedi did for the most part.
[Qui-Gon Jinn] One fallen Jedi did what one many Sith couldn't seem to do for thousands of years? What Emperor Vitiate couldn't even do despite his nearly unlimited power?