You might, but be careful not to change the previous color of your decks. In this case, you are so lucky to come across Kilz over armor textured!
Kilz over armor textured is a water-based or latex-based paint, which means you are welcomed to apply it to replace the previous lead-based or oil-based painting layer as long as the surfaces are still in good condition.