Comparative analysis of lattice-based cryptographic schemes for secure IoT communications

This paper presents comparative analysis of lattice-based cryptographic schemes, focusing on their runtime and memory performance to evaluate their suitability for secure IoT communications. Specifically, analyzing FrodoKEM, Kyber, and sntrup761, assessing their key generation, encapsulation, and decapsulation operations across various IoT processors. Kyber schemes, particularly Kyber512 and Kyber1024, demonstrate the highest efficiency in terms of battery utilization and computational speed, making them ideal for highly constrained IoT devices. FrodoKEM variants, while providing robust security, show moderate performance, suitable for devices with more processing capacity. sntrup761, however, is less efficient, highlighting the need for careful selection of cryptographic schemes based on specific IoT requirements. The findings underscore the importance of balancing security, speed, and resource usage in PQC implementations, with Kyber schemes emerging as the most promising candidates for secure, resource-constrained IoT environments.

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Publication Details

Journal
Discover Internet of Things
Published
2024-09-27
DOI
https://doi.org/10.1007/s43926-024-00069-2
Citations
9
Primary Topic
Chaos-based Image/Signal Encryption
Type
article
Field-Weighted Citation Impact
2.24
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article

Comparative analysis of lattice-based cryptographic schemes for secure IoT communications

Alpna Mishra, Shri Kant, Alvary Kefas Kwala
9 citations
Discover Internet of Things
Chaos-based Image/Signal Encryption
2.24
article

Comparative analysis of lattice-based cryptographic schemes for secure IoT communications

Alpna Mishra, Shri Kant, Alvary Kefas Kwala
article en
9 citations

Abstract

This paper presents comparative analysis of lattice-based cryptographic schemes, focusing on their runtime and memory performance to evaluate their suitability for secure IoT communications. Specifically, analyzing FrodoKEM, Kyber, and sntrup761, assessing their key generation, encapsulation, and decapsulation operations across various IoT processors. Kyber schemes, particularly Kyber512 and Kyber1024, demonstrate the highest efficiency in terms of battery utilization and computational speed, making them ideal for highly constrained IoT devices. FrodoKEM variants, while providing robust security, show moderate performance, suitable for devices with more processing capacity. sntrup761, however, is less efficient, highlighting the need for careful selection of cryptographic schemes based on specific IoT requirements. The findings underscore the importance of balancing security, speed, and resource usage in PQC implementations, with Kyber schemes emerging as the most promising candidates for secure, resource-constrained IoT environments.

Discover Internet of ThingsVol. 4(1)
Sharda University (IN)
Openalex Percentile: Top 11%
Chaos-based Image/Signal Encryption
2.24
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Comparative analysis of lattice-based cryptographic schemes for secure IoT communications — Alpna Mishra, Shri Kant, et al. · Discover Internet of Things (2024) | TGRS Research Map | TGRS