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IEEE International Symposium on Information Theory (ISIT)

A reconciliation approach to key generation based on Module-LWE

Charbel Saliba, Laura Luzzi, Cong Ling

Published Jul 12, 2021• 8 citations
Publisher

Abstract

We consider a key encapsulation mechanism (KEM) based on Module-LWE where reconciliation is performed on the 8-dimensional lattice$E_{8}$, which admits a fast CVP algorithm. Our scheme generates 256 bits of key and requires 3 or 4 bits of reconciliation per dimension. We show that it can outperform Kyber in terms of the modulus$q$with comparable error probability and similar requirements in terms of bandwidth. We prove that our protocol is IND-CPA secure and improves the security level of Kyber by 7.3%.

DOI
10.1109/isit45174.2021.9517882

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IEEE Transactions on Information Theory•Feb 1, 2022•7 citations
We consider a key encapsulation mechanism (KEM) based on Module-LWE where reconciliation is performed on the 8-dimensional latticeE8E_{8}E8​, which admits a fast CVP algorithm. Our scheme generates 256 bits of key and requires 3 or 4 bits of reconciliation per dimension. We show that it can outperform Kyber in terms of the modulusqqqwith comparable error probability and similar requirements in terms of bandwidth. We prove that our protocol is IND-CPA secure and improves the security level of Kyber by 7.3%.
We consider a key encapsulation mechanism (KEM) based on Module-LWE where reconciliation is performed on the 8-dimensional lattice E8E_8E8​, which admits a fast CVP algorithm. Our scheme generates 256 bits of key and requires 3 or 4 bits of reconciliation per dimension. We show that it can outperform Kyber in terms of the modulus q with comparable error probability. We prove that our protocol is IND-CPA secure and improves the security level of Kyber by 7.3%.
In the last decade, there has been significant progress in the development of quantum computers, with massive investments by major tech companies. It is assumed that once large-scale quantum computers are built, many commonly used public key cryptosystems will no longer be secure. To prevent quantum attacks, researchers are already working on the design of post-quantum cryptographic protocols, and the US National Institute of Standards and Technology (NIST) is holding an international competition to select new cryptographic standards.Lattice-based cryptographic constructions are promising candidates because they offer strong theoretical security guarantees and can be implemented efficiently. One of the most widely used cryptographic primitives based on lattices is the Learning With Errors (LWE) problem introduced by Regev. Later works have proposed structured variants of LWE such as Ring-LWE and Module-LWE, which allow for a more compact representation.In this thesis, we consider two lattice-based NIST candidates for Key Encapsulation Mechanisms (KEMs) and propose new error correction and reconciliation techniques in order to improve their efficiency, their security, as well as their reliability.Unlike some previous works on error correction for lattice-based protocols, we provide rigorous error probability bounds.We first consider FrodoKEM, a lattice-based cryptosystem based on LWE, and introduce a modified error correction mechanism to improve its performance. Our encoder maps the secret key block-wise into a scaled version of the 8-dimensional Gosset lattice E_8. We propose three sets of parameters for our modified implementation. The first implementation outperforms FrodoKEM in terms of plausible security; the second allows to reduce the bandwidth by halving the modulus, and the third allows to increase key sizes.The second KEM we are considering is KyberKEM, which is based on Module-LWE. We propose a reconciliation technique using the lattice E_8, and show that our scheme can outperform KyberKEM in terms of security with comparable error probability and similar bandwidth requirements. We also investigate the use of higher dimensional lattices for reconciliation.
Lattice-based key exchange protocols have attracted tremendous attention for its post-quantum security. In this work, we construct a Module-LWE-based key exchange protocol using Peikert’s error reconciliation mechanism. Compared with Kyber.KE, our key exchange protocol reduces the total communication cost by 96-byte, i.e., 3.2% ∼ 6.1%, under the different parameter sets, and without reducing the post-quantum security levels. Moreover, our key exchange protocol slightly reduces the probability of session key agreement failure and the time consumed by modular multiplication of numbers and ring elements by approximately 30%. Thus, the key exchange protocol in this paper is more suitable for the lightweight communication systems.
The widespread use of Internet of Things devices alongside advances in quantum computing presents urgent challenges for secure communication. RSA and ECC have become inadequate, prompting the need for Post-quantum Cryptography (PQC). This work introduces a novel reconciliation-based Module-LWE key exchange protocol that eliminates the traditional encapsulation-decapsulation structure in schemes like Kyber.KE, thereby reducing computational cycles, communication size, and memory footprint. Unlike Kyber and NewHope, the proposed design employs modular rounding with Peikert reconciliation, optimizing the entire key exchange process without requiring additional randomness or ciphertext transmission. By leveraging Peikert’s error reconciliation technique and modular rounding, the proposed protocol achieves a 15% reduction in computational cycles, a 78-byte reduction in communication size, and a 10% decrease in memory usage. Using Open Quantum Safe (OQS) benchmark data, we evaluate performance across Kyber512, Kyber768, and Kyber1024 levels, demonstrating the protocol’s superior energy efficiency and lightweight design. These improvements position our protocol as a secure, efficient, and scalable solution for post-quantum key exchange in resource-constrained environments such as embedded systems and IoT networks.
The NTRU lattice is a promising candidate to construct practical cryptosystems, in particular key encapsulation mechanism (KEM), resistant to quantum computing attacks. Nevertheless, there are still some inherent obstacles to NTRU-based KEM schemes in having integrated performance, taking security, bandwidth, error probability, and computational efficiency \emph{as a whole}, that is as good as and even better than their \{R,M\}LWE-based counterparts. In this work, we solve this problem by presenting a new family of NTRU-based KEM schemes, referred to as CTRU and CNTR. By bridging low-dimensional lattice codes and high-dimensional NTRU-lattice-based cryptography with careful design and analysis, to the best of our knowledge CTRU and CNTR are the first NTRU-based KEM schemes with scalable ciphertext compression via only one \emph{single} ciphertext polynomial, and are the first that could outperform \{R,M\}LWE-based KEM schemes in integrated performance. For instance, compared to Kyber that is currently the only standardized KEM by NIST, on the recommended parameter set CNTR-768 has about 12%12\%12% smaller ciphertext size while encapsulating 384-bit keys compared to the fixed 256-bit key size of Kyber, security strengthened by (8,7)(8,7)(8,7) bits for classical and quantum security respectively, and significantly lower error probability (2−2302^{-230}2−230 of CNTR-768 vs. 2−1642^{-164}2−164 of Kyber-768). In comparison with the state-of-the-art AVX2 implementation of Kyber-768, CNTR-768 is faster by 1.9X in KeyGen, 2.6X in Encaps, and 1.2X in Decaps, respectively. When compared to the NIST Round 3 finalist NTRU-HRSS, our CNTR-768 has about 15%15\%15% smaller ciphertext size, and the security is strengthened by (55,49)(55,49)(55,49) bits for classical and quantum security respectively. As for the AVX2 implementation, CNTR-768 is faster than NTRU-HRSS by 19X in KeyGen, 2.3X in Encaps, and 1.6X in Decaps, respectively.
A remarkable breakthrough in mathematics in recent years is the proof of the long-standing conjecture: sphere packing in theE8E_{8}E8​lattice is optimal in the sense of the best density for sphere packing inR8\mathbb {R}^{8}R8. In this work, we design a mechanism for asymmetric key consensus from noise (AKCN), referred to as AKCN-E8, for error correction and key consensus. As a direct application, we present a practical key encapsulation mechanism (KEM) from the ideal lattice based on the ring learning with errors (RLWE) problem. Compared with NewHope-KEM that was the second round candidate of the National Institute of Standards and Technology (NIST) post-quantum cryptography (PQC) standardization, our AKCN-E8 KEM scheme overcomes some limitations and shortcomings of NewHope-KEM. Compared with some other dominating KEM schemes based on the variants of LWE, specifically Kyber and Saber, AKCN-E8 has a comparable performance but enjoys much flexible shared-key sizes. Specifically, the key encapsulated by AKCN-E8-512 (resp., 768, 1024) has the size of 256 (resp., 384, 512) bits. Flexible key size renders us stronger security against quantum attacks, more powerful and economic ability of key transportation, and better matches the demand in interactive protocols like TLS where parties need to negotiate the security parameters including the shared key length.