Wallpaper can potentially damage walls when removed improperly or if it's poorly installed. The adhesive can pull off paint or drywall, leading to costly repairs. However, high-quality wallpaper and professional installation minimize the risk. Regular maintenance and proper removal techniques can help protect the integrity of your walls.