Silicon is harder to use. You need semi-dry surfaces. Underwater 2-part epoxy works well, but as mentioned before, a real bear to break apart. Another way to do it is to use black plastic cable ties. If you really need to secure two pieces, you can use a masonary drill bit and then run the cable ties through it. After your coralline algea grows/spreads, the cable ties become invisible.
Good Luck