Tyrosinase-immobilized biosensor was fabricated based on PAAc-g-MWNT and PMAn-g-MWNT, respectively. The poly(acrylic acid)-grafted multi-wall carbon nanotubes, PAAc-g-MWNT, and poly(maleic anhydride)-grafted multi-wall carbon nanotube, PMAn-g-MWNT, were prepared by radiation-induced graft polymerization of acrylic acid (AAc) and maleic anhydride (MAn) on the surface of MWNT The biosensor was prepared on ITO glass electrode by coating of chitosan solution with tyrosinase-immobilized PAAc-g-MWNT and PMAn-g-MWNT, respectively. The sensing ranges of the tyrosinase-immobilized biosensor based on PAAc-g-MWNT and PMAn were in the range of 0.2-0.9 mM concentration and in the range of 0.1-0.5 mM for phenol in phosphate buffer solution, respectively. Optimal pH and temperature conditions for sensing various phenolic compounds with tyrosinase-immobilized biosensor were determined. Total phenolic content for three commercial red wines on tyrosinase-immobilized biosensor were also determined.