Chaos-Encryption-Based Secure Polar Coding for Network-Oriented Cloud Control System

This article proposes a reliable and secured polar coding for the network-oriented cloud control system (NOCCS) in the context of security, reliability, and scalability. A low-complexity variant of the 3-D chaos system is proposed to accomplish internal chaos-encryption-based polar coding for orthog...

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Vydáno v:IEEE transactions on industrial informatics Ročník 20; číslo 3; s. 3935 - 3947
Hlavní autoři: Ali, Yasir, Xia, Yuanqing, Sulek, Wojciech, Manzoor, Tayyab
Médium: Journal Article
Jazyk:angličtina
Vydáno: Piscataway IEEE 01.03.2024
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:
Bit error rate
Channel security
Chaotic communication
Cloud computing
cloud control system
Coding
Control systems
Controllers
Cybersecurity
Data transmission
Decoding
Encoding
Encryption
Fiber optics
internal chaotic encryption
Optical communication
Optical sensors
Orthogonal Frequency Division Multiplexing
Polar codes
Quadrature amplitude modulation
Reliability
secure polar codes
Sequences
Signal transmission
ISSN:1551-3203, 1941-0050
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Abstract This article proposes a reliable and secured polar coding for the network-oriented cloud control system (NOCCS) in the context of security, reliability, and scalability. A low-complexity variant of the 3-D chaos system is proposed to accomplish internal chaos-encryption-based polar coding for orthogonal frequency division multiplexing over an active power network (OFDM-AON) to ensure the reliability and security of the NOCCS. Internal encryption is achieved by disrupting the correlation of the information bits index and frozen bits index along with the subcarrier by the three chaotic behavioral sequences obtained by Chua's system while encoding polar code. The method is tested on the fiber optic channel between the cloud computing and a local controller placed at a significant distance, thoroughly connected through the fiber optic cable network, and utilizing a 16 quadrature amplitude modulation-OFDM (QAM-OFDM) signal transmission. Our experimental results and performance analysis demonstrate that the proposed encryption scheme produces a 2.5-dB gain in sensitivity on the local controller end at a bit error rate (BER) of 10<inline-formula><tex-math notation="LaTeX">^{-3}</tex-math></inline-formula> compared to the conventional QAM-OFDM. Furthermore, the spacing window for the key distribution is 10<inline-formula><tex-math notation="LaTeX">^{75}</tex-math></inline-formula>, which can be regarded as a protection degree against any brute-force attack from unauthorized optical network units that act as local controllers. Considering the BER enhancement, reliability, and security, the proposed QAM-OFDM-based chaos encryption polar encoding can be ranked as a suitable choice for the NOCCSs data transmission and protection against any brute-force or differential attacks.
AbstractList This article proposes a reliable and secured polar coding for the network-oriented cloud control system (NOCCS) in the context of security, reliability, and scalability. A low-complexity variant of the 3-D chaos system is proposed to accomplish internal chaos-encryption-based polar coding for orthogonal frequency division multiplexing over an active power network (OFDM-AON) to ensure the reliability and security of the NOCCS. Internal encryption is achieved by disrupting the correlation of the information bits index and frozen bits index along with the subcarrier by the three chaotic behavioral sequences obtained by Chua's system while encoding polar code. The method is tested on the fiber optic channel between the cloud computing and a local controller placed at a significant distance, thoroughly connected through the fiber optic cable network, and utilizing a 16 quadrature amplitude modulation-OFDM (QAM-OFDM) signal transmission. Our experimental results and performance analysis demonstrate that the proposed encryption scheme produces a 2.5-dB gain in sensitivity on the local controller end at a bit error rate (BER) of 10<inline-formula><tex-math notation="LaTeX">^{-3}</tex-math></inline-formula> compared to the conventional QAM-OFDM. Furthermore, the spacing window for the key distribution is 10<inline-formula><tex-math notation="LaTeX">^{75}</tex-math></inline-formula>, which can be regarded as a protection degree against any brute-force attack from unauthorized optical network units that act as local controllers. Considering the BER enhancement, reliability, and security, the proposed QAM-OFDM-based chaos encryption polar encoding can be ranked as a suitable choice for the NOCCSs data transmission and protection against any brute-force or differential attacks.
This article proposes a reliable and secured polar coding for the network-oriented cloud control system (NOCCS) in the context of security, reliability, and scalability. A low-complexity variant of the 3-D chaos system is proposed to accomplish internal chaos-encryption-based polar coding for orthogonal frequency division multiplexing over an active power network (OFDM-AON) to ensure the reliability and security of the NOCCS. Internal encryption is achieved by disrupting the correlation of the information bits index and frozen bits index along with the subcarrier by the three chaotic behavioral sequences obtained by Chua's system while encoding polar code. The method is tested on the fiber optic channel between the cloud computing and a local controller placed at a significant distance, thoroughly connected through the fiber optic cable network, and utilizing a 16 quadrature amplitude modulation-OFDM (QAM-OFDM) signal transmission. Our experimental results and performance analysis demonstrate that the proposed encryption scheme produces a 2.5-dB gain in sensitivity on the local controller end at a bit error rate (BER) of 10[Formula Omitted] compared to the conventional QAM-OFDM. Furthermore, the spacing window for the key distribution is 10[Formula Omitted], which can be regarded as a protection degree against any brute-force attack from unauthorized optical network units that act as local controllers. Considering the BER enhancement, reliability, and security, the proposed QAM-OFDM-based chaos encryption polar encoding can be ranked as a suitable choice for the NOCCSs data transmission and protection against any brute-force or differential attacks.
Author Xia, Yuanqing
Ali, Yasir
Manzoor, Tayyab
Sulek, Wojciech
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SubjectTerms Bit error rate
Channel security
Chaotic communication
Cloud computing
cloud control system
Coding
Control systems
Controllers
Cybersecurity
Data transmission
Decoding
Encoding
Encryption
Fiber optics
internal chaotic encryption
Optical communication
Optical sensors
Orthogonal Frequency Division Multiplexing
Polar codes
Quadrature amplitude modulation
Reliability
secure polar codes
Sequences
Signal transmission
Title Chaos-Encryption-Based Secure Polar Coding for Network-Oriented Cloud Control System
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