Before you commence cleaning your canvas painting, it's essential to inspect the soiling. If there are any flaking areas, it's best to speak with a professional conservator. For minor smudges, you can safely clean your painting at home using a few simple supplies. First, gather some delicate fabric and a solution of tepid water and mild dish soap.