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arXiv:2304.05380

Quantum-enhanced symmetric cryptanalysis for S-AES

Alexey Moiseevskiy

Published Apr 11, 2023• 1 citation
arXivHTMLPDF

Abstract

Advanced Encryption Standard is one of the most widely used and important symmetric ciphers for today. It well known, that it can be subjected to the quantum Grover's attack that twice reduces its key strength. But full AES attack requires hundreds of qubits and circuit depth of thousands, that makes impossible not only experimental research but also numerical simulations of this algorithm. Here we present an algorithm for optimized Grover's attack on downscaled Simplifed-AES cipher. Besides full attack we present several approaches that allows to reduce number of required qubits if some nibbles of the key are known as a result of side-channel attack. For 16-bit S-AES the proposed attack requires 23 qubits in general case and 19, 15 or 11 if 4, 8 or 12 bits were leaked in specifc confguration. Comparing to previously known 32-qubits algorithm this approach potentially allows to run the attack on today's NISQ-devices and perform numerical simulations with GPU, that may be useful for further research of problem-specifc error mitigation and error correction techniques.

DOI
10.48550/arxiv.2304.05380

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Advanced Encryption Standard is one of the most widely used and important symmetric ciphers for today. It well known, that it can be subjected to the quantum Grover's attack that twice reduces its key strength. But full AES attack requires hundreds of qubits and circuit depth of thousands, that makes impossible not only experimental research but also numerical simulations of this algorithm. Here we present an algorithm for optimized Grover's attack on downscaled Simplifed-AES cipher. Besides full attack we present several approaches that allows to reduce number of required qubits if some nibbles of the key are known as a result of side-channel attack. For 16-bit S-AES the proposed attack requires 23 qubits in general case and 19, 15 or 11 if 4, 8 or 12 bits were leaked in specifc confguration. Comparing to previously known 32-qubits algorithm this approach potentially allows to run the attack on today's NISQ-devices and perform numerical simulations with GPU, that may be useful for further research of problem-specifc error mitigation and error correction techniques.
Objective of the study: to study the possibility of reducing quantum resource requirements for Grover's algorithm attack on block ciphers. Simplified-AES is considered as an example. To investigate the possibilities of using a partial key leakage. To estimate the required resources and to simulate a quantum attack on S-AES with reduced requirements. Research methods: algebraic analysis, numerical simulation. Research results: we have demonstrated the possibility of significantly reducing the number of qubits required to attack Simplified-AES by optimizing Grover's oracle. The resource requirements are reduced sufficiently, allowing to study quantum attack on Simplified-AES using numerical simulation on a PC with 400 MB of RAM in about 30 minutes (depending on the CPU configuration). A numerical simulation of a quantum attack on S-AES has been carried out for the case of an ideal leakage configuration, taking into account the elementary quantum noises. Scientific novelty: a new quantum attack algorithm for Simplified-AES cipher with significantly reduced requirements for the qubits number is proposed. Numerical simulation of the attack using this algorithm is carried out, which was practically impossible for previously known approaches. The results illustrate that our ideas about the resource requirements for a quantum attack and, as a consequence, the possible time of its practical implementation can be significantly incorrect if an alternative method for implementing even an already known asymptotically unimprovable quantum attack algorithm is found.
The Advanced Encryption Standard (AES) is one of the most widely used symmetric block cipher cryptography algorithms. Simplified-AES (S-AES) retains the structural framework of AES, making it an ideal model for elucidating the mechanism of symmetric cryptography. In this paper, we investigate potential quantum attacks on S-AES, utilizing both Grover-based algorithms and variational quantum algorithms (VQAs). For Grover-based attacks, we introduce an optimized oracle for implementing S-AES, reducing the complexity from 160 Toffoli gates to 120 by refining the SubNibble operation. Additionally, we propose a general Variational Quantum Attack Algorithm (VQAA) for any type of symmetric encryption that does not require the quantum implementation of the encryption procedure, which reduces the gate complexity substantially. These improvements enable the implementation of both Grover-based attacks and VQAA on superconducting quantum computers. The results demonstrate the feasibility of cryptographic analysis on currently available quantum hardware. Our findings also underscore the challenges of parameter optimization for S-AES, attributing the difficulty to the design of efficient parameterized quantum circuits, which constrain the effectiveness of variational algorithms. Despite these advancements, significant challenges remain in achieving quantum attacks on AES.
Key recovery attack on SPN ciphers such as AES is NP hard in complexity. Previous studies have estimated the quantum resources required for implementing Grover’s key search for AES, but these are largely theoretical in nature. The key challenges to implement Grover’s algorithm on current quantum hardware include the number of available qubits, noise, and decoherence. However, the rapid advancement of hardware has brought us closer to practical realization for the cryptanalysis of light-weight SPN ciphers. This study presents an efficient quantum circuit implementation of Mini-AES, a 16-bit variant of AES, employing standard CNOT and Toffoli gates. To the best of our knowledge, our work provides the first complete quantum implementations of all core Mini-AES components for the quantum oracle. The effects of noise are emulated for each module of the quantum oracle and quantified. Furthermore, Grover’s algorithm is applied to Mini-AES to perform successful key recovery through a known-plaintext attack, demonstrating significant amplitude amplification while using near-optimal Grover’s iterations, thereby reducing the total quantum volume. The optimal Grover’s iterations have been obtained empirically as well as validated with finite-shot analysis. Notably, the application of Grover’s algorithm reveals key clustering behavior in Mini-AES, which has been corroborated through classical simulation.
NIST(National Institute of Standards and Technology) estimates the Grover key search cost required for symmetric key cryptography as the postquantum security strength. The Grover search algorithm is applicable to key recovery in symmetric key cryptography, and for this, the target encryption process must be implemented as a quantum circuit. In this paper, we present an optimized implementation of Simplified AES as a quantum circuit. Substitution, Mix Columns, and Key Expansion are implemented efficiently, and as a result of resource analysis, qubits, quantum gates, and circuit depth are significantly reduced compared to the previous result.
In this work, a quantum design for the Simplified-Advanced Encryption Standard (S-AES) algorithm is presented. Also, a quantum Grover attack is modeled on the proposed quantum S-AES. First, quantum circuits for the main components of S-AES in the finite field F2[x]/(x4 + x + 1), are constructed. Then, the constructed circuits are put together to form a quantum version of S-AES. A C-NOT synthesis is used to decompose some of the functions to reduce the number of the needed qubits. The quantum S-AES is integrated into a black-box queried by Grover's algorithm. A new approach is proposed to uniquely recover the secret key when Grover attack is applied. The entire work is simulated and tested on a quantum mechanics simulator. The complexity analysis shows that a block cipher can be designed as a quantum circuit with a polynomial cost. In addition, the secret key is recovered in quadratic speedup as promised by Grover's algorithm.
The advancement in the field of technology and science has rendered the classical algorithms used for securing data vulnerable to attacks by quantum computers. Post quantum cryptography aims at establishing quantum safe algorithms so that data can be secured. Advanced Encryption Standard (AES) is a symmetric key block cipher which provides security against known quantum attacks. The Shor’s and Grover’s algorithms are the quantum algorithms which have proved to break encryption provided by security mechanisms like RSA and even have the potential to break AES-128 in future. However, if key size of symmetric key security mechanisms is increased then security provided by them cannot be broken by both classical and quantum computers in near future. Quantum computers are becoming more and more prevalent, but there is still some concern about their security. In this paper, we will show that the current quantum computers in use cannot break AES-256 encryption with Grover’s algorithm. We have implemented AES-256 for encryption of files in our system and proposed a proof that the qubits used by quantum computers are not enough to break AES-256 with Grover’s algorithm. We believe that this provides strong evidence that current quantum computers are not a threat to encrypted data using AES-256. We hope this will ease concerns about using quantum computing for secure applications and encourage further development of these powerful machines.