They are super-soft leather, but the leather is thicker than fashion knee-high boots. The fit is more contoured to your calf (tighter up by your knee, more room for your calf, and then back tighter around your ankle), so this design and the substance of the leather would help keep the shaft from falling too much.
You should be fine