Compression socks are designed to apply pressure to your legs, which can help improve blood circulation and reduce swelling. While they're generally safe to wear, some people may experience skin irritation from the socks. If you notice any redness, itching or other discomfort after wearing compression socks, you should stop using them and consult your doctor. In most cases, however, compression socks are perfectly safe and shouldn't leave any marks on your legs.