The invention discloses a method and device for certificateless multi-proxy signature, relates to the technical field of communication, and solves a problem of heavy computation load of certificateless multi-proxy signature conducted by bilinear pairings. The method of the invention specifically includes: computing, by a proxy signature apparatus, a public key and a secret key of the proxy signature apparatus in accordance with public parameters, the public key being corresponding to the secret key; obtaining a verification result of a standard signature, and determining whether the standard signature is valid in accordance with the verification result; if the verification result represents the standard signature is valid, computing, in accordance with the secret key, partial proxy signature of the proxy signature apparatus; and transmitting the partial proxy signature to a proxy signature apparatus manager, so that, after the proxy signature apparatus manager computes a multi-proxy signature in accordance with the partial proxy signature, a multi-proxy signature verifying apparatus verifies the multi-proxy signature. The method and the device can be applicable for certificateless multi-proxy signature.