The paste is silicone. Usually applied in the joint between the floor and the wall. Buy new bathroom silicone and a gun so you can apply a new layer after removing the old one.
There should be a moisture barrier behind the tiles, so there should be no risk of moisture.
Be careful when removing the old one so you don't damage the moisture barrier.