Veterans are at a higher risk for certain types of cancer due to their military service. Common cancers include lung cancer, prostate cancer, colorectal cancer, and bladder cancer. Exposure to hazardous substances like Agent Orange and asbestos, as well as lifestyle factors like smoking, contribute to these risks.