Benefiting from the enhanced production of ROS and depletion of GSH, NiFe‐LDH‐PEG exhibited a remarkable ability to expedite the accumulation of lipid peroxide (LPO) and deactivate glutathione peroxidase 4 (GPX4), thereby inducing ferroptosis in tumor cells. Here, GPX4 is linked to neoplasm.