All that will mean to a predator is that we're not willing to pursue them. Honestly, it's pretty much JUST like predatorial (or even scavenger-like) behavior, meaning they only respond to strength. If they perceive us as unable or unwilling to retaliate, it will only make things worse.

There is nothing wrong with self-defense.