Graphene-based filters leverage the material's inherent properties to trap and neutralize contaminants. The large surface area of graphene allows for the adsorption of a variety of pollutants, including heavy metals, organic compounds, and particulate matter. These filters can be engineered to target specific contaminants by modifying the graphene with functional groups or combining it with other materials.