I started winter backpacking with my dad when I was around 13-14 and that was in the Upper Peninsula of Michigan. We were in snowshoes, it definitely got pretty cold at night, and my dad wasn't up-to-date on ultralight techniques but it was fine. We always used a blue tarp as a shelter (no bugs in the winter!) and brought plenty of warm clothes.