Mild compression socks are socks that provide gentle pressure to the legs and feet. They are typically used to improve circulation, reduce swelling, and relieve fatigue. Mild compression socks are generally safe for most people to wear. However, it is important to talk to your doctor before wearing them if you have any health conditions, such as diabetes or peripheral artery disease.