toilet paper rolls

I really would like to make tunnels or a house out of toilet paper rolls for my piggies to play in. Does anyone have any suggestions for how to stick them together? I know I can’t use normal glues or tape. Are there any pet safe ones? Also my piggies seem to eat the cardboard not just chew it...