The atmosphere is a copious source of neutrinos in a wide energy range. They can be used to test our knowledge of their interactions and properties. Indeed, atmospheric neutrinos were historically one of the origins of the discovery of neutrino oscillations. Atmospheric neutrinos allow us to look for non-standard interactions, sterile neutrinos, neutrino decay and other possible beyond the Standard Model processes.