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Survey of computational assumptions used in cryptography broken or not by Shor's algorithm

Hong Ping Zhu

Published Jan 1, 2001• 5 citations
Publisher

Abstract

We survey the computational assumptions of various cryptographic schemes, and discuss the security threat posed by Shor's quantum algorithm. One-way functions form the basis of public-key cryptography. Although we have candidate hard problems that are believed to be one-way, none has been proven to be so. Therefore the security of the corresponding cryptographic schemes depends on the intractability assumptions of these problems. Two major species of such problems, factoring and discrete logarithm, are widely believed to be intractable, and serve as the basis of many popular schemes. However, these two problems turned out to be polynomial-time solvable on a hypothetical quantum computer using Shor's algorithm. This is the most worrisome long-term threat to current public-key cryptosystems. In the thesis we provide a review of existing cryptosystems, with a focus on their underlying computational assumptions and the security. Other than factoring and discrete logarithm, schemes have been proposed based on error-correcting codes, subset-sum and subset-product problems, lattice, polynomials, combinatorial group theory, number fields, etc. Many are to be furtherly evaluated in future research.

DOI
10.82308/49952

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We survey the computational assumptions of various cryptographic schemes, and discuss the security threat posed by Shor's quantum algorithm. One-way functions form the basis of public-key cryptography. Although we have candidate hard problems that are believed to be one-way, none has been proven to be so. Therefore the security of the corresponding cryptographic schemes depends on the intractability assumptions of these problems. Two major species of such problems, factoring and discrete logarithm, are widely believed to be intractable, and serve as the basis of many popular schemes. However, these two problems turned out to be polynomial-time solvable on a hypothetical quantum computer using Shor's algorithm. This is the most worrisome long-term threat to current public-key cryptosystems. In the thesis we provide a review of existing cryptosystems, with a focus on their underlying computational assumptions and the security. Other than factoring and discrete logarithm, schemes have been proposed based on error-correcting codes, subset-sum and subset-product problems, lattice, polynomials, combinatorial group theory, number fields, etc. Many are to be furtherly evaluated in future research.
The emergence of practical quantum computers poses a significant threat to the most popular public key cryptographic schemes in current use. While we know that the well-understood algorithms for factoring large composites and solving the discrete logarithm problem run at best in superpolynomial time on conventional computers, new, less well understood algorithms run in polynomial time on certain quantum computer architectures. Many appear to be heralding this next step in computing as ‘the end of public key encryption’. We argue that this is not the case and that there are many fields of mathematics that can be used for creating ‘quantum resistant’ cryptographic schemes. We present a high-level review of the threat posed by quantum computers, using RSA and Shor’s algorithm as an example but we explain why we feel that the range of quantum algorithms that pose a threat to public key encryption schemes is likely to be limited in future. We discuss some of the other schemes that we believe could form the basis for public key encryption schemes, some of which could enter widespread use in the very near future, and indicate why some are more likely to be adopted.
The landscape of modern cryptography is fundamentally challenged by the advent of quantum computing. Current public-key cryptosystems, which form the bedrock of secure digital communication, rely on the computational hardness of problems such as integer factorization (RSA) and the discrete logarithm problem (ECC). However, Shor's algorithm, if implemented on a sufficiently powerful quantum computer, can efficiently break these schemes, rendering them insecure. This paper explores the critical transition from these classical number theory problems to lattice-based cryptography, presenting a comprehensive analysis of the motivations, theoretical underpinnings, and practical implications for forging post-quantum cryptographic security. We delve into the mathematical foundations of lattice problems, such as the Shortest Vector Problem (SVP) and Learning With Errors (LWE), which are believed to resist known quantum algorithms. Through a thorough literature review, we trace the evolution of cryptographic thought, detailing the vulnerabilities of pre-quantum schemes and the emergence of lattice-based constructions as leading candidates for post-quantum standardization. The methodology outlines a comparative theoretical analysis of security, efficiency, and robustness against both classical and quantum attacks. Results demonstrate the compelling advantages of lattice-based schemes in terms of provable security reductions and resistance to quantum threats, albeit with considerations for increased key and ciphertext sizes. The discussion highlights the challenges and opportunities in the deployment and standardization of these new cryptographic primitives, emphasizing their critical role in securing future digital infrastructures. This work concludes that lattice-based cryptography offers a robust and theoretically sound pathway to establishing enduring security in a quantum-threatened world.
The complexity of public key algorithms like RSA and variants of Elgamal is based on the involvement of exponentiation in encryption and decryption. RSA is based on integer factorization and variants of Elgamal or based on discrete logarithms and are formed as hard problems. To achieve the perceived level of security, the required key length for public key cryptosystem needs to be determined. Quantum computers are capable of conducting an exponential number of simultaneous computations because of which they can find factors in polynomial time. Shor’s algorithm is popular algorithm for factoring huge integers in polynomial time on quantum computers. This paper presents RSA algorithm followed by various possible attacks for factoring and demonstrates Shor’s algorithm for factoring and discuss results for interpretations.
Contemporary cryptographic algorithms are resistant to the strongest threats to cybersecurity and high-profile cyber-attacks. In recent times, information security scientists and researchers had developed various cryptographic schemes that defeated attacks using the most sophisticated (in terms of processor speed) classical computer. However, this resistance will soon erode with the arrival of quantum computers. In this paper, we profiled quantum computers and quantum algorithms based on their widely believed threat against currently secure cryptographic primitives. We found that Grover’s and Shor’s quantum-based algorithms actually pose a threat to the continued security of symmetric cryptosystems (e.g. 128-bit AES) and asymmetric (public key) cryptosystems (e.g. RSA, Elgamal, elliptic curve Diffie Hellman (ECDH), etc.) respectively.We discovered that the source of the algorithms’ cryptanalytic power against the current systems, stems from the fact that they (Grover and Shor) both equipped their respective algorithms with a quantum circuit component that can execute the oracle in parallel by applying a single circuit to all possible states of an n-qubit input. With this exponential level of processing characteristic of quantum computers and quantum-based algorithms, it is easy for the current cryptosystems to be broken since the algorithms can existentially solve the underlying mathematical problems such as integer factorization, discrete logarithm problem and elliptic curve problem, which formed the basis of the security of the affected cryptosystems. Based on this realization and as part of our readiness for a post quantum era, we explored other mathematical structures (lattices, hashes, codes, isogenies, high entropy-based symmetric key resistance, and multivariate quadratic problems) whose hardness could surpass the cryptanalytic nightmare posed by quantum computers and quantum-based algorithms. Our contribution is that, based on the findings of this research work, we can confidently assert that all hope is not lost for organizations heavily relying on protocols and applications like HTTPS, TLS, PGP, Bitcoin, etc., which derived their security from the endangered cryptosystems.
The advent of quantum computing poses a significant threat to the security of current asymmetric cryptographic systems, which underpin much of modern digital communication and security. These systems, predominantly RSA and Elliptic Curve Cryptography (ECC), rely on the computational hardness of mathematical problems such as integer factorization and the discrete logarithm problem. Shor's algorithm, a quantum algorithm, demonstrates the ability to efficiently solve these problems, rendering classical public-key cryptography vulnerable to attacks by sufficiently powerful quantum computers. This paper argues for and thoroughly examines the strategic imperative of transitioning from these classical cryptographic foundations to a new paradigm based on lattices, which are believed to be resistant to quantum attacks. We delve into the fundamental mathematical problems underlying lattice-based cryptography, such as the Shortest Vector Problem (SVP) and the Learning With Errors (LWE) problem, whose worst-case hardness is leveraged to achieve cryptographic security. A comprehensive literature review is provided, tracing the evolution of quantum threats and the emergence of lattice-based schemes. The methodology details the construction principles of prominent lattice-based cryptosystems. Results demonstrate their theoretical security against quantum adversaries and highlight their practical attributes, including compact key sizes and competitive performance. The discussion section contextualizes lattice-based cryptography within the broader landscape of post-quantum candidates, examining their strengths, weaknesses, and the ongoing standardization efforts by organizations like NIST. We conclude that lattice-based cryptography offers a robust and promising foundation for building resilient asymmetric cryptographic systems in the post-quantum era, ensuring the long-term security of digital information through a necessary re-architecture of cryptographic primitives.
The defense of public key cryptography (PKC) lies in computational issues like the difficulty of factorizing enormous prime numbers and the discrete logarithm calculations. Such kinds of algorithms are called one-way functions because although it is straightforward to compute output given input, it is difficult to compute input if output is given. It is expected that such numerical or computational issues which are utilized in current cryptographic plans are difficult to address for an adversary utilizing present PCs. Yet, many organizations are attempting to assemble a high-powered quantum PC and in the future quantum PCs will be available for business use. Traditional asymmetric cryptographic algorithms are not secure against strong quantum machines. Shor’s algorithm running on a powerful quantum PC is able to solve integer factorization problems and discrete logarithm problems in polynomial time. So, asymmetric algorithms that are used today, like RSA, DSA and Diffie-Hellman will become insecure. Similarly, Grover’s algorithm running on a powerful quantum computer poses a serious threat to symmetric key algorithms which uses small key size. There is a need to work on alternate algorithms to resist quantum threat. NIST has already started with a process for the standardization of algorithms which are known as post-quantum cryptography (PQC) algorithms. Specialists globally are exploring progress toward post-quantum cryptography.