Closeted
From BDSM Wiki
A closeted person is someone who has yet to experience Coming Out about their BDSM practices.
Best Practices
Be sure to understand the risks of coming out before doing so. Also, a person that has not come out may have very good reason not to. Respect their confidentiality and never out someone else intentionally nor accidentally through negligence of speech.