In order to provide an artificial blood vessel that can prevent formation of a thrombus and a method for producing the artificial blood vessel, an artificial blood vessel is used (i) in which a peptide including a specific amino acid sequence has been added to an extracellular matrix obtained from a bio-derived vascular tissue and (ii) whose lumen has a cross sectional diameter of 4 mm or less.