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

Here is Why You Need An Adapter

The outlet and plug type used in Israel are C and H and in South Korea is F. This is how they look like.

South Korea

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

Type F

Israel

In Israel, outlets of type C and H are in use.

Type C

Type H