The conversion of nitro compounds into carbonyls is known as the Nef Reaction.
Various methodologies have been developed,
but the most important is the standard procedure:
a preformed nitronate salt is poured into strong aqueous acid (pH < 1).
Some oxidative variations have also found wide application,
and some reductive methods have even been developed.