There is an obscure cave on the other side of the hill.

Obscure : not discovered or known about; uncertain.Admired : regard with respect or warm approval.Notorious : famous or well known, typically for some bad quality or deed.Infamous : well known for some bad quality or deed.Well-known : widely or generally known.Antonym of Obscure is Well-known