Are you prone to those little white bumps on the backs of your arms? Keratosis Pilaris (KP) is a skin (follicular) condition that appears as rough bumps (goose-bump like) appearance around hair follicles. Using moisturizing and exfoliating creams and lotions with high strength AHA or urea products may be helpful.