That's why they have a quick save. I don't know why they have an auto-save exactly, but it doesn't save anywhere nearly enough to protect you.

The best way to protect yourself is to assign a hot key (F12) to "quick save", then use the normal saves after every major event or change of locations, but use the quick-save after killing every small group of monsters.