Preventive measures for those with a high genetic risk include prophylactic surgeries such as bilateral mastectomy and bilateral salpingo-oophorectomy. These surgeries significantly reduce the risk of developing breast and ovarian cancer. Other options include chemoprevention with medications such as tamoxifen or oral contraceptives to reduce the risk of breast and ovarian cancer, respectively.