Paper 2024/1778

Construction of quadratic APN functions with coefficients in $\mathbb{F}_2$ in dimensions $10$ and $11$

Abstract

Yu et al. described an algorithm for conducting computational searches for quadratic APN functions over the finite field $\mathbb{F}_{2^n}$, and used this algorithm to give a classification of all quadratic APN functions with coefficients in $\mathbb{F}_{2}$ for dimensions $n$ up to 9. In this paper, we speed up the running time of that algorithm by a factor of approximately $\frac{n \times 2^n}{n^3}$. Based on this result, we give a complete classification of all quadratic APN functions over $\mathbb{F}_{2^{10}}$ with coefficients in $\mathbb{F}_{2}$. We also perform some partial computations for quadratic APN functions over $\mathbb{F}_{2^{11}}$ with coefficients in $\mathbb{F}_{2}$ , and conjecture that they form 6 CCZ-inequivalent classes which also correspond to known APN functions.