This study establishes PEDOT/metal oxide nanocomposites as eco-friendly, high-performance coatings that combine barrier reinforcement with redox-driven self-passivation. The synergistic role of α-Fe2O3 and γ-Al2O3 highlights a sustainable pathway for developing long-term corrosion protection strategies for steel in aggressive environments.