Percieved moral high ground can be a wondrous thing!
You're putting yourself in a dangerous situation of being the next target. If you think you're immune to their tactics then you're just lying to yourself and giving them more of a challenge. If this is a roomate situation, can you provide the victim with a place to stay in the interim? If this is a coworker situation, can the target speak to HR?