Measurements of processes involving quartic self-interactions of electroweak bosons have only recently become possible at the LHC and constitute both a fundamental test of the electroweak sector of the Standard Model as well as a window to new physics. Cross section measurements of the production of three electroweak gauge bosons and of vector-boson scattering processes with the ATLAS detector will be presented and the current and expected sensitivity to uncover new phenomena will be discussed.