Talk with your children. It is possible for them to experience trauma from this. They will not be able to unsee it, so the best move is to let them know how to avoid or cope with it.
Simply banning them from media will only mean that they will feel the need to hide their trauma from you even more. Be receptive, open, caring, compassionate, and available.