I think that the recent case with Bradley Manning demonstrated that even though WikiLeaks provides anonymity to the people who submit the materials, it is still possible to track down the whistle blower anyway and if cases like this were to repeat, people would not submit anything to WikiLeaks for the fear that they will be discovered anyway.

Edit: Huh, I was not aware of the fact that Manning was caught because Adrian Lamo revealed his name to the investigators.