The only way I could see it having a chance (and even then only some chance, as conventions will often be ignored), is if the PC are part of a significant Guild/faction, which is expressly neutral in the current conflict, such that neither side would wish to antagonize the underlying Guild by attacking the PCs, so long as the PCs strictly adhere to their organizations neutrality (and the org would kill the PCs themselves if they violated the neutrality).