ge II clear caulk is aquariums safe and would hold those large rocks together pretty well, its really not a matter of if they fall, but when, ive had some pretty sturdy stuff fall, i bump it when im cleanin or kids play in the aquarium, dont leave anything to chance
awsome set up though, dont give up, i like the angled rocks and so will your critters