Blockchain Identity Authentication-Based Secure Cooperative Communications for Smart Grid CPS

Gengxiong Lian; Qiangqiang Sun; Yanlong Zou; Zipeng Gao; Xinji Wang; Tong Xing Zheng

doi:10.1109/SmartIoT58732.2023.00018

Blockchain Identity Authentication-Based Secure Cooperative Communications for Smart Grid CPS

Gengxiong Lian
, Qiangqiang Sun
, Yanlong Zou
, Zipeng Gao
, Xinji Wang
, Tong Xing Zheng

Faculty of Electronic and Information Engineering

Shenzhen Power Supply Corporation
Xidian University
Xi'an Jiaotong University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

4 Scopus citations

Abstract

Cyber-Physical Systems (CPS) for smart grid is one of the key directions in developing power systems. However, the closely integrated physical and information networks bring new challenges to communication security. From the perspective of cooperative and secure communication, this paper proposes a blockchain identity-based approach to secure cooperative communications for smart grid CPS. Idle nodes are selected as relay transmission nodes on the transmitter side to overcome the severe blocking fading of millimeter waves. Cooperative jamming nodes are also selected to interfere with eavesdroppers to improve the secrecy capacity of the communication. To ensure that the selected nodes are trustworthy, the smart grid CPS verifies the security of the nodes through blockchain-based decentralized identity authentication. We use the Double Duel Deep Q Network (D3QN) algorithm to optimize cooperative node selection to maximize the total secrecy capacity of all target nodes. We provide detailed model-building and experimental simulation results that validate the effectiveness of the proposed approach.

Original language	English
Title of host publication	Proceedings - 2023 IEEE International Conference on Smart Internet of Things, SmartIoT 2023
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	72-79
Number of pages	8
ISBN (Electronic)	9798350316575
DOIs	https://doi.org/10.1109/SmartIoT58732.2023.00018
State	Published - 2023
Event	7th IEEE International Conference on Smart Internet of Things, SmartIoT 2023 - Xining, China Duration: 25 Aug 2023 → 27 Aug 2023

Publication series

Name	Proceedings - 2023 IEEE International Conference on Smart Internet of Things, SmartIoT 2023

Conference

Conference	7th IEEE International Conference on Smart Internet of Things, SmartIoT 2023
Country/Territory	China
City	Xining
Period	25/08/23 → 27/08/23

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

Physical layer security
blockchain
cooperative jamming
deep reinforcement learning
relay selection

Access to Document

10.1109/SmartIoT58732.2023.00018

Cite this

Lian, G., Sun, Q., Zou, Y., Gao, Z., Wang, X., & Zheng, T. X. (2023). Blockchain Identity Authentication-Based Secure Cooperative Communications for Smart Grid CPS. In Proceedings - 2023 IEEE International Conference on Smart Internet of Things, SmartIoT 2023 (pp. 72-79). (Proceedings - 2023 IEEE International Conference on Smart Internet of Things, SmartIoT 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SmartIoT58732.2023.00018

Lian, Gengxiong ; Sun, Qiangqiang ; Zou, Yanlong et al. / Blockchain Identity Authentication-Based Secure Cooperative Communications for Smart Grid CPS. Proceedings - 2023 IEEE International Conference on Smart Internet of Things, SmartIoT 2023. Institute of Electrical and Electronics Engineers Inc., 2023. pp. 72-79 (Proceedings - 2023 IEEE International Conference on Smart Internet of Things, SmartIoT 2023).

@inproceedings{bae57b85246d48acb5c2c0e4cebb7801,

title = "Blockchain Identity Authentication-Based Secure Cooperative Communications for Smart Grid CPS",

abstract = "Cyber-Physical Systems (CPS) for smart grid is one of the key directions in developing power systems. However, the closely integrated physical and information networks bring new challenges to communication security. From the perspective of cooperative and secure communication, this paper proposes a blockchain identity-based approach to secure cooperative communications for smart grid CPS. Idle nodes are selected as relay transmission nodes on the transmitter side to overcome the severe blocking fading of millimeter waves. Cooperative jamming nodes are also selected to interfere with eavesdroppers to improve the secrecy capacity of the communication. To ensure that the selected nodes are trustworthy, the smart grid CPS verifies the security of the nodes through blockchain-based decentralized identity authentication. We use the Double Duel Deep Q Network (D3QN) algorithm to optimize cooperative node selection to maximize the total secrecy capacity of all target nodes. We provide detailed model-building and experimental simulation results that validate the effectiveness of the proposed approach.",

keywords = "Physical layer security, blockchain, cooperative jamming, deep reinforcement learning, relay selection",

author = "Gengxiong Lian and Qiangqiang Sun and Yanlong Zou and Zipeng Gao and Xinji Wang and Zheng, \{Tong Xing\}",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 7th IEEE International Conference on Smart Internet of Things, SmartIoT 2023 ; Conference date: 25-08-2023 Through 27-08-2023",

year = "2023",

doi = "10.1109/SmartIoT58732.2023.00018",

language = "英语",

series = "Proceedings - 2023 IEEE International Conference on Smart Internet of Things, SmartIoT 2023",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "72--79",

booktitle = "Proceedings - 2023 IEEE International Conference on Smart Internet of Things, SmartIoT 2023",

}

Lian, G, Sun, Q, Zou, Y, Gao, Z, Wang, X & Zheng, TX 2023, Blockchain Identity Authentication-Based Secure Cooperative Communications for Smart Grid CPS. in Proceedings - 2023 IEEE International Conference on Smart Internet of Things, SmartIoT 2023. Proceedings - 2023 IEEE International Conference on Smart Internet of Things, SmartIoT 2023, Institute of Electrical and Electronics Engineers Inc., pp. 72-79, 7th IEEE International Conference on Smart Internet of Things, SmartIoT 2023, Xining, China, 25/08/23. https://doi.org/10.1109/SmartIoT58732.2023.00018

Blockchain Identity Authentication-Based Secure Cooperative Communications for Smart Grid CPS. / Lian, Gengxiong; Sun, Qiangqiang; Zou, Yanlong et al.
Proceedings - 2023 IEEE International Conference on Smart Internet of Things, SmartIoT 2023. Institute of Electrical and Electronics Engineers Inc., 2023. p. 72-79 (Proceedings - 2023 IEEE International Conference on Smart Internet of Things, SmartIoT 2023).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Blockchain Identity Authentication-Based Secure Cooperative Communications for Smart Grid CPS

AU - Lian, Gengxiong

AU - Sun, Qiangqiang

AU - Zou, Yanlong

AU - Gao, Zipeng

AU - Wang, Xinji

AU - Zheng, Tong Xing

PY - 2023

Y1 - 2023

N2 - Cyber-Physical Systems (CPS) for smart grid is one of the key directions in developing power systems. However, the closely integrated physical and information networks bring new challenges to communication security. From the perspective of cooperative and secure communication, this paper proposes a blockchain identity-based approach to secure cooperative communications for smart grid CPS. Idle nodes are selected as relay transmission nodes on the transmitter side to overcome the severe blocking fading of millimeter waves. Cooperative jamming nodes are also selected to interfere with eavesdroppers to improve the secrecy capacity of the communication. To ensure that the selected nodes are trustworthy, the smart grid CPS verifies the security of the nodes through blockchain-based decentralized identity authentication. We use the Double Duel Deep Q Network (D3QN) algorithm to optimize cooperative node selection to maximize the total secrecy capacity of all target nodes. We provide detailed model-building and experimental simulation results that validate the effectiveness of the proposed approach.

AB - Cyber-Physical Systems (CPS) for smart grid is one of the key directions in developing power systems. However, the closely integrated physical and information networks bring new challenges to communication security. From the perspective of cooperative and secure communication, this paper proposes a blockchain identity-based approach to secure cooperative communications for smart grid CPS. Idle nodes are selected as relay transmission nodes on the transmitter side to overcome the severe blocking fading of millimeter waves. Cooperative jamming nodes are also selected to interfere with eavesdroppers to improve the secrecy capacity of the communication. To ensure that the selected nodes are trustworthy, the smart grid CPS verifies the security of the nodes through blockchain-based decentralized identity authentication. We use the Double Duel Deep Q Network (D3QN) algorithm to optimize cooperative node selection to maximize the total secrecy capacity of all target nodes. We provide detailed model-building and experimental simulation results that validate the effectiveness of the proposed approach.

KW - Physical layer security

KW - blockchain

KW - cooperative jamming

KW - deep reinforcement learning

KW - relay selection

UR - https://www.scopus.com/pages/publications/85178501465

U2 - 10.1109/SmartIoT58732.2023.00018

DO - 10.1109/SmartIoT58732.2023.00018

M3 - 会议稿件

AN - SCOPUS:85178501465

T3 - Proceedings - 2023 IEEE International Conference on Smart Internet of Things, SmartIoT 2023

SP - 72

EP - 79

BT - Proceedings - 2023 IEEE International Conference on Smart Internet of Things, SmartIoT 2023

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 7th IEEE International Conference on Smart Internet of Things, SmartIoT 2023

Y2 - 25 August 2023 through 27 August 2023

ER -

Lian G, Sun Q, Zou Y, Gao Z, Wang X, Zheng TX. Blockchain Identity Authentication-Based Secure Cooperative Communications for Smart Grid CPS. In Proceedings - 2023 IEEE International Conference on Smart Internet of Things, SmartIoT 2023. Institute of Electrical and Electronics Engineers Inc. 2023. p. 72-79. (Proceedings - 2023 IEEE International Conference on Smart Internet of Things, SmartIoT 2023). doi: 10.1109/SmartIoT58732.2023.00018

Blockchain Identity Authentication-Based Secure Cooperative Communications for Smart Grid CPS

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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