Mammography uses X-rays so it comes with the same risks of radiation as an X-ray scan. The dose of radiation used is low making the risks rare.
The risks associated with radiation include:
A small increase in the risk of developing cancer. This low risk is outweighed by the benefit of the scan itself in detecting breast cancer.