Fine dust absorbed into our body through the skin causes various inflammatory responses in skin cells and accelerates skin aging. This study aimed to investigate the potential of Allomyrina dichotoma larvae, approved as edible ingredients, as inhibitor for fine dust-induced inflammaging. The anti-inflammaging effects of aqueous ethanolic Allomyrina dichotoma larvae extract (ADLE) against ERM-CZ100 were evaluated at the cellular level. Biochemical responses associated with cell damage in human dermal fibroblasts were assessed by measuring intracellular ROS, DNA fragmentation, β-galactosidase activity, cytokines, and protein expression. Exposure to ERM-CZ100 increased ROS production, DNA fragments, and β-galactosidase activity, which reduced cell viability. However, these detrimental effects were significantly mitigated by co-treatment with ADLE. The mRNA expression of inflammatory cytokines induced by ERM-CZ100 was decreased by ADLE treatment, which was further corroborated by a reduction in COX2 protein expression. Additionally, ADLE restored the elevated matrix metalloproteinase (MMP)-1 levels and reduced COL1A1 expression caused by ERM-CZ100 exposure. In conclusion, the results of this study suggested that ADLE not only holds nutritional value as a potential future food resource but also exhibits promising properties as a novel material for treating inflammation. Moreover, it demonstrates a positive effect in preventing skin aging caused by environmental pollution.