Graphene-based gas sensors are devices that utilize graphene, a single layer of carbon atoms arranged in a two-dimensional lattice, to detect the presence of various gases. These sensors leverage the unique properties of graphene, such as its high surface area, excellent electrical conductivity, and sensitivity to changes in its environment, making them effective for real-time gas detection and analysis in various applications.