We report a cataluminescent sensor based on In2O3 thin film for determination of gaseous acetic acid. The catalyst was stable and won’t come off the substrate. Interaction between thin film and substrate increased cataluminescence property. The sensor possessed rapid response and presents the prospect for real-world use.