Diboson physics at ATLAS

This paper is intended to give an overview of the ATLAS results on the production cross sections of gauge boson pairs in their fully leptonic decay modes using data from pp collisions at $\sqrt{s}=7$ TeV for $WW,W\gamma,Z\gamma,ZZ$ and $WZ$ and $\sqrt{s}=8$ TeV for $ZZ$ at the Large Hadron Collider. The cross sections are found to be in agreement with the expectation from the Standard Model within the estimated uncertainties. The production cross section measurements also allow for studies of anomalous triple gauge couplings for which $95\%$ confidence limits are set.