Can you use hydrogen peroxide to clean canvas? Posted on September 22, 2022 By admin However, if you’re looking to bring those classic canvas sneakers back to their original bright white condition, you’ll want to use a little elbow grease, some hydrogen peroxide, and Clorox® Bleach.