In 1989, Adi Shamir [15] proposed a new zero-knowledge identi cation scheme based on a NP-complete problem called PKP for Permuted Kernel Problem. For a given prime p, a given matrix A and a given vector V, the problem is to nd a permutation π such that the permuted vector Vπ veri es A · Vπ = 0 mod p. This scheme is still in 2011 known as one of the most e cient identi cation scheme based on a combinatorial problem. However, we will see in this paper that it is possible to improve this scheme signi cantly by combining new ideas in order to reduce the total number of computations to be performed and to improve very e ciently the security against side channel attacks using precomputations. We will obtain like this a new scheme that we have called SPKP. Moreover, if we use precomputed values in the scheme SPKP, then the prover will need to perform no computations (i.e. only selection and transmission of precomputed values). This is very interesting for security against side channel attacks because our scheme is zero-knowledge and we don't perform any computations using the key during the identi cation so we prove that any attacker (even using side channel attacks) being successfully identi ed implies that he has a solution to the NP-complete problem PKP.