It would be pretty hard to completely hide something that big considering many Hong Kongers have relatives living on the mainland and vice-versa. Unless they completely close off the internal border and sever all communication lines, word is going to get out. But if that happened, people would definitely know that something is off.

Currently, the official Chinese media isn't trying to hide what is happening, but they are trying to put their own spin on it.