There is an O-ring on the inner shaft that the piston rides on. That O-ring must have failed and it's now seeping past the parking brake lever and out the dust seal. They are rebuildable. If you've never done it I would recommend just getting a replacement caliper. The rears are a pain to reassemble if you've never done it and don't know the tricks.
-Chad