Since the discovery of polymerization‐induced self‐assembly (PISA), convenient synthesis of concentrated block copolymer nanoassemblies dispersed in solvent has been achieved. Now, application of block copolymer nanoassemblies should be paid more attention. In this study, corona‐cross‐linked block copolymer nanoparticles of poly[dimethylacrylamide‐co‐(diacetone acrylamide)]‐b‐polystyrene [P(DMA‐co‐DAAM)‐b‐PS] containing the poly(DAAM) segment in the hydrophilic P(DMA‐co‐DAAM) block are synthesized initially by PISA following dispersion reversible addition‐fragmentation chain transfer polymerization and then by covalent intraparticle cross‐linking through the poly(DAAM) segment and adipic acid dihydrazide. Coating application of the corona‐cross‐linked block copolymer nanoassemblies is tried, and much higher water resistance of the corona‐cross‐linked block copolymer nanoassemblies than that of the linear block copolymer nanoassemblies is demonstrated.