athletic sock - a sock worn for athletic events. sweat sock, varsity sock.
sock - hosiery consisting of a cloth covering for the foot;
worn inside the shoe; reaches to between the ankle and the knee.
especially during longer workouts or if you have sweaty feet.
They help reduce the moisture and friction, which becomes more important the longer you run. Therefore, any negative effect from the moisture, like increasing friction, get's worse over time