The abundant availability of zinc and its environmentally friendly properties have increasingly drawn attention to the potential of aqueous zinc‐ion batteries (AZIBs). However, their development is hindered by the formation of zinc dendrites and severe side reactions during charge/discharge cycles. In this work, a novel strategy is introduced to address these challenges by constructing a ferroelectric porous PVDF‐HFP protective layer (PH‐ZF) on the zinc anode surface using 3D printing technology. This approach not only simplifies the fabrication process but also achieves a high content of β‐phase PVDF‐HFP without the need for post‐treatment. The ferroelectric porous polymer layer effectively regulates ion concentration distribution on the zinc anode surface, promoting uniform Zn2+ deposition. As a result, symmetric batteries exhibit cycle lifetimes of 1200 and 2000 h at current densities of 0.5 and 1.0 mA cm−2, respectively. Furthermore, full batteries with MnO2 cathodes maintained a discharge specific capacity of ≈88.3 mA g−1 after 1000 cycles at a current density of 1.0 A g−1, in contrast to bare zinc electrodes, which retain only 51 mAh g−1 under the same conditions. This method offers a promising approach for enhancing zinc anode protection and advancing ZIB performance.