Yes

If you choose to join an ongoing battle, you announce it before landing on that step so no one can bring you into it. Before it is your turn to attack, depending on seating order you are effectively hiding and waiting for the ideal moment to attack. During this time no one in the battle can attack you. As soon as it is your turn to attack that is the moment you have joined the battle with everyone else.