According to the IRS, South Korea is not currently a hazardous duty station. Here is the IRS website that documents these zones: https://www.irs.gov/individuals/military/combat-zones.
Another way to know is if, on your W-2, you have a code Q in the box 12 area. This is pay that is considered hazardous duty pay.