There is no police/government general duty to provide protection to a given individual from another individual. They exist to provide a general deterrent. That is backed by history, reality (they can't possibly be everywhere at once), and by multiple Court decisions, including SCOTUS.

A decent review here:

https://www.firearmsandliberty.com/kasler-protection.html