Cryptology ePrint Archive: Report 2021/620

Algebraic attacks on block ciphers using quantum annealing

Elżbieta Burek and Michał Misztal and Michał Wroński

Abstract: This paper presents method for transformation of algebraic equations of symmetric cipher into the QUBO problem. After transformation of given equations $f_1, f_2, \dots, f_n$ to equations over integers $f'_1, f'_2, \dots, f'_n$, one has to linearize each, obtaining $f'_{lin_i}=lin(f'_i)$, where $lin$ denotes linearization operation. Finally, one can obtain problem in the QUBO form as $\left( f'_{lin_1} \right)^2+\dots+\left( f'_{lin_n} \right)^2+Pen$, where $Pen$ denotes penalties obtained during linearization of equations and $n$ is the number of equations.

In this paper, we show examples of the transformation of some block ciphers to the QUBO problem. What is more, we present the results of the transformation of the full AES-128 cipher to the QUBO problem, where the number of variables of equivalent QUBO problem is equal to $237,915$, which means, at least theoretically, that problem may be solved using the D-Wave Advantage quantum annealing computer. Unfortunately, it is hard to estimate the time this process would require.

Category / Keywords: secret-key cryptography / Cryptanalysis, AES, symmetric ciphers, algebraic attacks, quantum annealing

Date: received 12 May 2021

Contact author: elzbieta burek at wat edu pl, michal misztal at wat edu pl, michal wronski at wat edu pl

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Version: 20210517:062724 (All versions of this report)

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