> Over-protecting from a risk is as bad and under-protecting.

This is not generally true.

> For example - something bad can happen to you any time you leave your house.

The better analogue would be: outside of your house is a robber that will rob you if you leave the house. But you can't quantify how bad it will be to get robbed.