The invention pertains to a rapid and specific aptamer-based method for one-step cocaine detection with minimal reagent requirements based on an aptamer sensor that reports the presence of cocaine via the displacement and unquenching of a bound fluorophore molecule. In certain embodiments, the invention provides novel aptamers, which have reduced background fluorescence, bind a fluorophore molecule tightly, and show an increased signal gain in the presence of cocaine.