Coppersmith method

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The Coppersmith method, proposed by Don Coppersmith, is a method to find small integer zeroes of univariate or bivariate polynomials modulo a given integer. The method uses the Lenstra–Lenstra–Lovász lattice basis reduction algorithm (LLL) to find a polynomial that has the same zeroes as the target polynomial but smaller coefficients. In cryptography, the Coppersmith method is mainly used in attacks on RSA when parts of the secret key are known and forms a base for Coppersmith's attack.

Approach

Coppersmith's approach is a reduction of solving modular polynomial equations to solving polynomials over the integers. Let and assume that for some integer. Coppersmith’s algorithm can be used to find this integer solution x_0. Finding roots over Q is easy using, e.g., Newton's method, but such an algorithm does not work modulo a composite number M. The idea behind Coppersmith’s method is to find a different polynomial f related to F that has the same root x_0 modulo M, but has only small coefficients. If the coefficients and x_0 are small enough that over the integers, then we have f(x_0) = 0, so that x_0 is a root of f over Q and can be found easily. More generally, we can find a polynomial f(x) with the same root x_0 modulo some power M^a of M, satisfying, and solve for x_0 as above. Coppersmith's algorithm uses the Lenstra–Lenstra–Lovász lattice basis reduction algorithm (LLL) to construct the polynomial f with small coefficients. Given F, the algorithm constructs polynomials that all have the same root x_0 modulo M^a, where a is some integer chosen based on the degree of F and the size of x_0. Any linear combination of these polynomials also has x_0 as a root modulo M^a. The next step is to use the LLL algorithm to construct a linear combination of the p_i(x) so that the inequality holds. Now standard factorization methods can calculate the zeroes of f(x) over the integers.

Implementations

Coppersmith's method for univariate polynomials is implemented in

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