Abstract: The cryptanalysis of the robust multi-proxy multi-blind signature scheme proposed by TIAN Juanhong et al. reveals that the scheme can not resist the forgery attack. A new improved threshold multi-proxy blind multi-signature scheme is proposed. The analysis results show that the improved scheme can achieve the blindness and existential unforgeability against the adaptive choose message attack.