LCMA: A Novel Lightweight Continuous Message Authentication for Cyber-Physical System

Cyber-Physical Systems (CPS) consist of various physical devices and have a significant impact on both industry and the economy. In CPS, controllers or control centers typically send continuous commands to actuators. Due to the limited computational and storage resources of CPS devices, existing Message Authentication Code and digital signature algorithms face challenges in terms of being non-interactive, lightweight, and continuous on the actuator side. To address this issue, we propose a lightweight continuous message authentication (LCMA) scheme that ensures the continuity of signatures through a mechanism involving random numbers and incrementing sub-private keys. The multidimensional Bloom filters is designed and used togather with precomputed verification points generated by Key Generation Center to enable non-interactive verification. Additionally, we design a redundancy-free hash tree for CPS to reduce information redundancy. The proposed solution requires only hash operations and Bloom filter queries for verification, achieving sufficient lightweight performance. Finally, we provide a formal security proof for the proposed scheme and simulate it on the ESP32 platform. The results show that the implementation times for signature generation and verification are 0.779 milliseconds and 0.792 milliseconds, respectively. Compared to other non-interactive lightweight message authentication schemes, the proposed LCMA is more suitable for CPS devices.

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Publication Details

Journal
IEEE Transactions on Information Forensics and Security
Published
2024-12-12
DOI
https://doi.org/10.1109/tifs.2024.3516580
Primary Topic
Cellular Automata and Applications
Type
article
Field-Weighted Citation Impact
0.00

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article

LCMA: A Novel Lightweight Continuous Message Authentication for Cyber-Physical System

Sanxuan Han, Hongping Gan, Yi Luo, Jie Liu
IEEE Transactions on Information Forensics and Security
Cellular Automata and Applications
article

LCMA: A Novel Lightweight Continuous Message Authentication for Cyber-Physical System

Sanxuan Han, Hongping Gan, Yi Luo, Jie Liu
article en

Abstract

Cyber-Physical Systems (CPS) consist of various physical devices and have a significant impact on both industry and the economy. In CPS, controllers or control centers typically send continuous commands to actuators. Due to the limited computational and storage resources of CPS devices, existing Message Authentication Code and digital signature algorithms face challenges in terms of being non-interactive, lightweight, and continuous on the actuator side. To address this issue, we propose a lightweight continuous message authentication (LCMA) scheme that ensures the continuity of signatures through a mechanism involving random numbers and incrementing sub-private keys. The multidimensional Bloom filters is designed and used togather with precomputed verification points generated by Key Generation Center to enable non-interactive verification. Additionally, we design a redundancy-free hash tree for CPS to reduce information redundancy. The proposed solution requires only hash operations and Bloom filter queries for verification, achieving sufficient lightweight performance. Finally, we provide a formal security proof for the proposed scheme and simulate it on the ESP32 platform. The results show that the implementation times for signature generation and verification are 0.779 milliseconds and 0.792 milliseconds, respectively. Compared to other non-interactive lightweight message authentication schemes, the proposed LCMA is more suitable for CPS devices.

IEEE Transactions on Information Forensics and SecurityVol. 20
Northwestern Polytechnical University (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 73%
Cellular Automata and Applications
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LCMA: A Novel Lightweight Continuous Message Authentication for Cyber-Physical System — Sanxuan Han, Hongping Gan, et al. · IEEE Transactions on Information Forensics and Security (2024) | TGRS Research Map | TGRS