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International Jordanian Cybersecurity Conference (IJCC)

Lattice-Based RLWE Key Generation Using ECC

Ahmad Homsi, Mustafa A. Al-Fayoumi, Mohammad Al-Fawa’reh

Published Dec 17, 2024• 1 citation
Publisher

Abstract

The rapid advancement of quantum computing poses a significant threat to modern cryptographic systems, with algorithms such as Shor's, which can break RSA and ECC, and Grover's, which can weaken symmetric-key systems. In response, post-quantum cryptography aims to develop secure protocols resilient to quantum attacks. This paper introduces a lattice-based key generation mechanism that combines the Ring Learning With Errors (RLWE) problem with ECC. Using the secp256r1 curve, ECC keys are transformed into polynomials suitable for RLWE-based cryptographic schemes via KECCAK hash functions. The performance of this hybrid approach is assessed through key generation time and CPU cycle analysis, demonstrating its efficiency and potential for post-quantum cryptography.

DOI
10.1109/ijcc64742.2024.10847283

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The rapid advancement of quantum computing poses a significant threat to modern cryptographic systems, with algorithms such as Shor's, which can break RSA and ECC, and Grover's, which can weaken symmetric-key systems. In response, post-quantum cryptography aims to develop secure protocols resilient to quantum attacks. This paper introduces a lattice-based key generation mechanism that combines the Ring Learning With Errors (RLWE) problem with ECC. Using the secp256r1 curve, ECC keys are transformed into polynomials suitable for RLWE-based cryptographic schemes via KECCAK hash functions. The performance of this hybrid approach is assessed through key generation time and CPU cycle analysis, demonstrating its efficiency and potential for post-quantum cryptography.
The advent of quantum computing poses a significant existential threat to current public-key cryptographic systems, most notably RSA and Elliptic Curve Cryptography (ECC), which rely on the presumed hardness of integer factorization and discrete logarithm problems. Shor's algorithm, a quantum algorithm, can efficiently solve these problems, rendering classical asymmetric primitives insecure. This paper addresses the imperative need for post-quantum cryptography (PQC) by exploring lattice-based constructs as robust alternatives for asymmetric primitives. We provide a comprehensive overview of the fundamental mathematical problems underlying lattice-based cryptography, such as the Shortest Vector Problem (SVP), Closest Vector Problem (CVP), Learning With Errors (LWE), and Ring Learning With Errors (RLWE). The paper surveys prominent lattice-based schemes, including NTRU, CRYSTALS-Kyber, and CRYSTALS-Dilithium, analyzing their security foundations, performance characteristics, and the extent to which they offer a viable "post-quantum RSA." We delve into the methodology of constructing these primitives, discuss their resilience against both classical and quantum attacks, and evaluate their practical implications for key sizes, computational efficiency, and deployment challenges. Our analysis highlights that lattice-based cryptography, particularly the NIST-standardized schemes, presents a strong candidate for securing digital communications in the quantum era, offering provable security rooted in worst-case to average-case reductions for lattice problems.
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The advent of quantum computing poses a significant existential threat to the security of contemporary public-key cryptographic systems, such as RSA and Elliptic Curve Cryptography (ECC), which underpin global digital communication and secure transactions. These systems rely on the computational hardness of problems like integer factorization and the discrete logarithm problem, which are efficiently solvable by Shor's algorithm on a sufficiently powerful quantum computer. This paper comprehensively rethinks the foundations of public-key cryptography by exploring ideal lattice-based schemes as a promising, quantum-secure alternative. We delve into the mathematical underpinnings of ideal lattices, particularly focusing on their compact representation and efficient arithmetic derived from polynomial rings. We elucidate how the conjectured hardness of ideal lattice problems, such as the Ring Learning With Errors (RLWE) problem and the Ideal Shortest Vector Problem (Ideal-SVP), provides robust security against both classical and quantum adversaries. Through a detailed analysis of their cryptographic properties, efficiency benefits, and security guarantees, we argue for the critical role of ideal lattices in forging the next generation of resilient public-key infrastructures. This research highlights the advantages of ideal lattices in terms of performance and security compactness, making them leading candidates in the ongoing standardization efforts for post-quantum cryptography.
Recent advances in quantum computing have high-lighted the vulnerabilities in contemporary RSA encryption. Shor's approach for factoring numbers is becoming more tractable as quantum computing advances. This jeopardizes the security of any cryptographic system that is based on the complexity of factorisation. Many other crypto-systems based on theories like Elliptic Curve Cryptography are also vulnerable. To keep a cryptographic system safe against a quantum adversary, we must develop approaches based on a hard mathematical problem that is not vulnerable to quantum computer attacks, and we must develop Post Quantum Cryptography (PQC). One potential option is the use of lattices in a system called ring Learning with Errors (rLWE). Several techniques for postquantum encryption have been submitted to NIST. This paper studies the different speeds of different lattice-based protocols.
With the fast-paced development of quantum computing, classical cryptographic techniques are under severe security threats, prompting the need for post-quantum cryptographic mechanisms for secure data exchange in next-generation network communications. Post-quantum cryptography seeks to protect sensitive data against quantum attacks to provide long-term data confidentiality. But all current cryptographic techniques, including RSA and ECC, are susceptible to quantum algorithms like Shor's algorithm, which can factor large integers efficiently and break discrete logarithm problems, making classical cryptography useless. There is thus a pressing need for quantum attack-resistant encryption mechanisms. To meet these challenges, we introduce the Lattice-Based Cryptography with Hybrid Key Exchange (L-CHKE) framework, which combines lattice-based encryption with a hybrid key exchange mechanism. Lattice-based cryptography provides quantum resistance because it is based on hard mathematical problems such as Learning with Errors (LWE), which provides greater security and efficiency. The designed L-CHKE algorithm strengthens secure key distribution and authentication for next-generation networks, especially for applications needing strong security like financial transactions, IoT, and military communications. Experimental results verify that L-CHKE noticeably boosts computational efficiency by 98.45%, decreases key exchange latency by 42.56%, and guarantees robustness by 97.64% against quantum attacks, indicating it is an appropriate solution for post-quantum secure communication.
The imminent threat posed by the advent of quantum computers to contemporary public-key cryptographic schemes, such as RSA and Elliptic Curve Cryptography (ECC), necessitates a fundamental shift in cryptographic paradigms. Shor's algorithm, specifically, presents a catastrophic vulnerability to these foundational security protocols, underpinning global digital communication and commerce. This paper provides a comprehensive exploration into lattice-based cryptography as a robust and promising candidate for a post-quantum cryptographic future. We delve into the mathematical underpinnings of lattices, elucidating the computational hardness of problems like the Shortest Vector Problem (SVP) and the Learning With Errors (LWE) problem, which form the bedrock of their security. The paper reviews the historical development of lattice-based schemes, their theoretical advantages, and their practical implications, particularly in the context of the ongoing NIST Post-Quantum Cryptography standardization process. We analyze the construction of key encapsulation mechanisms (KEMs) and digital signature schemes from lattice problems, comparing their performance characteristics and security guarantees against classical methods. The work argues that lattice-based cryptography offers a compelling alternative to RSA, providing not only quantum resistance but also presenting attractive features in terms of efficiency, design simplicity, and versatility for various cryptographic primitives. The discussion extends to implementation challenges, security analysis, and the broader implications for the global migration towards a quantum-secure cryptographic infrastructure.