After the Norwegians played in shorts in the European Championship bronze match against Spain, the International Handball Federation (IHF) announced that they will be fined.
The Norwegian association is forced to pay 150 euros per player.
It has attracted a lot of attention and the team has been supported by many.
The Norwegian union is said to have been called down by people who wanted to help and pay the fine.
However, the union announced that they would pay the fine themselves.
Now, however, they have received support from a slightly more unexpected direction - pop star Pink has taken to Twitter and shown his support.
"I am very proud of the Norwegian beach handball team because they protested against these very sexist rules around the 'uniform'.
The European Handball Federation should be fined for sexism.
Good job girls!
I would gladly pay your fine ", she writes.
Norway submitted an application to play in thigh-length tights before the tournament, but it was rejected.