We suggest to use short secret keys in the anonymous group identification scheme proposed by Lee, Deng, and Zhu and prove that this scheme is secure under the discrete logarithm with short exponents assumption that solving the discrete logarithm problem modulo an $n$-bit prime $p$ is hard even when the exponent is a small $c$-bit number. We show that the communication and the computation costs are lower than those of the Lee-Deng-Zhu scheme.