Hadjer Goumidi et Samuel Pierre
Article de revue (2025)
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Abstract
The rapid expansion of the Internet of Things (IoT) brings a vast proliferation of network connections. This surge in connectivity significantly increases the risk of private data exposure during transmission and processing. Traditional public key encryption schemes face considerable challenges due to their high computational complexity and vulnerability to quantum attacks. Recently, Lattice-based cryptography, particularly the Binary Ring Learning With Errors (BRLWE) paradigm, has garnered significant attention for its quantum resistance and lightweight computational requirements. However, BRLWE remains vulnerable to physical attacks, especially Side-Channel Attacks (SCA). This paper proposes a novel 3-Decomposition Karatsuba multiplication-based random shuffling scheme to enhance both the efficiency and security of BRLWE. We evaluate the security performance of our proposed scheme against quantum hybrid attacks and SCAs. We assess the performances of different Karatsuba multiplication techniques in terms of computation cost, energy consumption and memory usage to make choose which Karatsuba technique is suitable for our proposal. Our experimental results show that our proposed approach provides the lowest encryption computation time of 18.97 ms and decryption computation time of 9.53 ms compared to the BRLWE and its improved versions. Furthermore, it improves the security level while it decreases the computation time of the original BRLWE by 32.49% and 20.58%, for the encryption and decryption phases, respectively.
Mots clés
| Département: | Département de génie informatique et génie logiciel |
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| Centre de recherche: | LARIM - Laboratoire de recherche en réseautique et informatique mobile |
| Organismes subventionnaires: | NSERC / CRSNG, Prompt, Flex Group, ISAME |
| URL de PolyPublie: | https://publications.polymtl.ca/61780/ |
| Titre de la revue: | Computer Networks and Communications (vol. 3, no 1) |
| Maison d'édition: | Universal Wiser Publisher |
| DOI: | 10.37256/cnc.3120255530 |
| URL officielle: | https://doi.org/10.37256/cnc.3120255530 |
| Date du dépôt: | 08 janv. 2025 11:07 |
| Dernière modification: | 01 sept. 2025 12:27 |
| Citer en APA 7: | Goumidi, H., & Pierre, S. (2025). A novel approach to enhance the security and efficiency of binary ring-LWE for IoT resource-constrained. Computer Networks and Communications, 3(1), 19-42. https://doi.org/10.37256/cnc.3120255530 |
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