Due to greenhouse gas emission restrictions and environmental protection requirements, the treatment of SO2 and Perfluorinated compound gas has become a problem in the aluminum electrolysis industry. Based on the density functional theory, the adsorption mechanisms of SO2 and CF4 on the surface of clean α‐Al2O3 (0001) were studied. Using projected augmented wave/Perdew‐Burke‐Ernzerhof for calculation, it can be found that SO2 is adsorbed to form an AlO1SO2 structure, and the most stable adsorption energy is −1.52 eV. The adsorption of SO2 is mainly due to the action of π‐p orbitals and the partial contribution of sp2 hybrid orbitals and s orbitals. The most stable adsorption energy of CF4 is −0.38 eV, and it is difficult to transfer charge on the surface. Overall, SO2 is chemisorbed on the clean surface, while CF4 is physisorbed, and their coadsorption with H2O is disadvantageous to the adsorption reaction. These results are very important for understanding the adsorption mechanism of CF4 and SO2 on alumina.