You Do Need power plug adapter while traveling from Dubai to South Korea.

Here is Why You Need An Adapter

The outlet and plug type used in South Korea is F and in Dubai is G. This is how they look like.

Dubai

In Dubai, outlets of type G are in use.

Type G

South Korea

In South Korea, outlets of type F are in use.

Type F