With the object of providing a liposome having cellular and nuclear entry ability, to achieve this object, a liposome is provided having on its surface a peptide comprising multiple consecutive arginine residues, and specifically a liposome is provided wherein the peptide is modified with a hydrophobic group or hydrophobic compound and the hydrophobic group or hydrophobic compound is inserted into a lipid bilayer so that the peptide is exposed on the surface of the bilayer.