Smart Home Privacy Protection Based on the Improved LSB Information Hiding

Yang, L; Deng, H; Liu, RP; Wang, P; Dang, X; Tang, YY; Li, X

Smart Home Privacy Protection Based on the Improved LSB Information Hiding

Yang, L Deng, H Liu, RP Wang, P Dang, X Tang, YY Li, X

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Publisher:: World Scientific Pub Co Pte Ltd
Publication Type:: Journal Article
Citation:: International Journal of Pattern Recognition and Artificial Intelligence, 2021, 35, (12), pp. 2160005
Issue Date:: 2021-09-30

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Field	Value	Language
dc.contributor.author	Yang, L
dc.contributor.author	Deng, H
dc.contributor.author	Liu, RP
dc.contributor.author	Wang, P
dc.contributor.author	Dang, X
dc.contributor.author	Tang, YY
dc.contributor.author	Li, X
dc.date.accessioned	2022-06-08T00:43:27Z
dc.date.available	2022-06-08T00:43:27Z
dc.date.issued	2021-09-30
dc.identifier.citation	International Journal of Pattern Recognition and Artificial Intelligence, 2021, 35, (12), pp. 2160005
dc.identifier.issn	0218-0014
dc.identifier.issn	1793-6381
dc.identifier.uri	http://hdl.handle.net/10453/158007
dc.description.abstract	Smart home is an emerging form of the Internet of Things (IoT), enabling people to enjoy a convenient and intelligent life. The data generated by smart home devices are transmitted through the public channel, which is not secure enough, so the secret data in smart home are easily intercepted by malicious adversaries. In order to solve this problem, this paper proposes a smart home privacy protection method combining DES encryption and the improved Least Significant Bit (LSB) information hiding algorithm, changing the practice of directly exposing smart home secret information to the Internet, first, using Data Encryption Standard (DES) encryption to encrypt the smart home information and second, the improved LSB information hiding algorithm is used to hide the ciphertext, so that the adversary cannot detect the smart home secret information. The goal of the scheme is to provide a double protection for the secure transmission of the smart home secret information. If an attacker wants to carry out an attack, it has to break through at least two defense lines, which seems impossible to do. Experiment results show that the improved LSB algorithm is more robust than the existing algorithms, and it is very safe. Therefore, the scheme proposed in this paper is very practical for protecting the smart home secret information.
dc.language	en
dc.publisher	World Scientific Pub Co Pte Ltd
dc.relation.ispartof	International Journal of Pattern Recognition and Artificial Intelligence
dc.relation.isbasedon	10.1142/S0218001421600053
dc.rights	info:eu-repo/semantics/closedAccess
dc.subject	0801 Artificial Intelligence and Image Processing, 1702 Cognitive Sciences
dc.subject.classification	Artificial Intelligence & Image Processing
dc.title	Smart Home Privacy Protection Based on the Improved LSB Information Hiding
dc.type	Journal Article
utslib.citation.volume	35
utslib.for	0801 Artificial Intelligence and Image Processing
utslib.for	1702 Cognitive Sciences
pubs.organisational-group	/University of Technology Sydney
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group	/University of Technology Sydney/Strength - GBDTC - Global Big Data Technologies
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology/School of Electrical and Data Engineering
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology/School of Computer Science
utslib.copyright.status	closed_access	*
dc.date.updated	2022-06-08T00:42:44Z
pubs.issue	12
pubs.publication-status	Published
pubs.volume	35
utslib.citation.issue	12

Abstract:

Smart home is an emerging form of the Internet of Things (IoT), enabling people to enjoy a convenient and intelligent life. The data generated by smart home devices are transmitted through the public channel, which is not secure enough, so the secret data in smart home are easily intercepted by malicious adversaries. In order to solve this problem, this paper proposes a smart home privacy protection method combining DES encryption and the improved Least Significant Bit (LSB) information hiding algorithm, changing the practice of directly exposing smart home secret information to the Internet, first, using Data Encryption Standard (DES) encryption to encrypt the smart home information and second, the improved LSB information hiding algorithm is used to hide the ciphertext, so that the adversary cannot detect the smart home secret information. The goal of the scheme is to provide a double protection for the secure transmission of the smart home secret information. If an attacker wants to carry out an attack, it has to break through at least two defense lines, which seems impossible to do. Experiment results show that the improved LSB algorithm is more robust than the existing algorithms, and it is very safe. Therefore, the scheme proposed in this paper is very practical for protecting the smart home secret information.

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http://hdl.handle.net/10453/158007