Yes , the recent studies found that Hair dye causes breast cancer

The study of NIH found that women who use permanent hair dye every 7- 8 weeks have 9% chances

But the other study says that there are inadequate evidence  for carcinogenicity of personal hair dye use.

Some hair dye products contains chemicals which can cause breast cancer.