Enterobacter species are plant growth-promoting rhizobacteria with the potential to enhance crop tolerance to abiotic stresses, but the molecular and physiological mechanisms remain incompletely understood. In this study, a salt-tolerant bacterial strain, Enterobacter asburiae LL-1, was isolated from the rhizosphere of maize grown in severely saline-alkali soil. The strain exhibited multiple plant growth-promoting traits, including phosphorus solubilization, nitrogen fixation, and indole-3-acetic acid production, and showed exceptional salt tolerance (up to 1500 mM NaCl). Pot experiments demonstrated that LL-1 inoculation significantly alleviated salt-induced growth inhibition in maize, as evidenced by increased plant height, root length, root biomass, and leaf chlorophyll content. Furthermore, LL-1 inoculation reduced Na+ accumulation, enhanced K+ uptake, improved antioxidant enzyme activities (catalase and superoxide dismutase), and elevated proline levels, thereby mitigating oxidative damage. At the molecular level, LL-1 upregulated the expression of maize antioxidant enzyme genes (ZmSOD4, ZmCAT2, ZmAPX2) and salt tolerance genes (ZmNHX1, ZmNHX2, ZmDREB2A). Genome analysis identified multiple genes potentially involved in salt tolerance (such as nhaA, nhaB, maeN) and plant growth promotion. These results indicate that E. asburiae LL-1 enhances maize salt tolerance through coordinated effects on ion homeostasis, antioxidant capacity, photosynthesis, and stress-responsive gene expression. This study provides a promising microbial resource and correlative evidence for further mechanistic research on PGPR-mediated salt tolerance in crops.