Barbara is playing Oracle super close to the vest, the only person who knows for certain is Bruce, and him only because he essentially guided her into it.
She's not entirely sure herself why she's keeping it from everyone. Part of it is paranoia, and there's an element of escapism to it - no one treats Oracle like a helpless cripple, they fear her, respect her, like she used to be treated as Batgirl.