A polishing composition for polishing a semiconductor device having at least a tungsten film and an insulating film, which comprises the following components (a) to (d): (a) silicon dioxide, (b) periodic acid, (c) at least one pH controlling agent selected from the group consisting of ammonia, potassium hydroxide, sodium hydroxide, ammonium periodate, potassium periodate and sodium periodate, and (d) water.