The ring transformation of dinitropyridone afforded various kinds of 2,6‐disubstituted‐4‐nitroanilines upon treatment with aliphatic ketones in the presence of ammonium acetate as a nitrogen source, wherein dinitropyridone behaved as the synthetic equivalent of unstable nitromalonaldehyde. The benzene ring, as well as the amino group of the nitroaniline framework, was easily modified by only changing a ketone and the nitrogen source, which afforded N,N,2,6‐tetrasubstituted 4‐nitroanilines in good to excellent yields.