Privacy‐preserving in the smart healthcare system using steganography and chaotic functions based on DNA
The smart healthcare system is one of the Internet of Things‐based applications that are increasingly used nowadays. One of the requirements of this system is privacy‐preserving, which should protect the disclosure of the patient record contents. In the present paper, a combination of chaotic functi...
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description | The smart healthcare system is one of the Internet of Things‐based applications that are increasingly used nowadays. One of the requirements of this system is privacy‐preserving, which should protect the disclosure of the patient record contents. In the present paper, a combination of chaotic functions and a new DNA‐based steganography method, and image blocking are suggested to protect patients' privacy‐preserving. First, the image is blocked, and the initial key for the chaotic function will be gained by using the centers of the blocks. Then the data and image are transformed into DNA sequences. Finally, one of the randomly chosen DNA strands of data is XOR with the center of one randomly selected block and will be placed in one of the block pixels. The failure to send the initial key separately to generate random numbers, as well as the random selection of secret data bits and image pixels for steganography has increased the security of the proposed method. The simulation results not only indicate the quality of the stego‐image but also show better performance of the proposed method than the existing methods. |
doi_str_mv | 10.1002/spy2.363 |
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One of the requirements of this system is privacy‐preserving, which should protect the disclosure of the patient record contents. In the present paper, a combination of chaotic functions and a new DNA‐based steganography method, and image blocking are suggested to protect patients' privacy‐preserving. First, the image is blocked, and the initial key for the chaotic function will be gained by using the centers of the blocks. Then the data and image are transformed into DNA sequences. Finally, one of the randomly chosen DNA strands of data is XOR with the center of one randomly selected block and will be placed in one of the block pixels. The failure to send the initial key separately to generate random numbers, as well as the random selection of secret data bits and image pixels for steganography has increased the security of the proposed method. The simulation results not only indicate the quality of the stego‐image but also show better performance of the proposed method than the existing methods.</description><identifier>ISSN: 2475-6725</identifier><identifier>EISSN: 2475-6725</identifier><identifier>DOI: 10.1002/spy2.363</identifier><language>eng</language><publisher>Boston, USA: Wiley Periodicals, Inc</publisher><subject>chaotic function ; DNA‐based steganography ; privacy‐preserving ; smart healthcare system</subject><ispartof>Security and privacy, 2024-05, Vol.7 (3), p.n/a</ispartof><rights>2023 John Wiley & Sons, Ltd.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c1563-81b692e6c767bbec6b3bc02af8142d65e74f861655ba34955cb1f386c1fdd2c03</cites><orcidid>0000-0002-2682-9445</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fspy2.363$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fspy2.363$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,27901,27902,45550,45551</link.rule.ids></links><search><creatorcontrib>Esmaeelzadeh Rostam, Habib</creatorcontrib><creatorcontrib>Motameni, Homayun</creatorcontrib><creatorcontrib>Enayatifar, Rasul</creatorcontrib><title>Privacy‐preserving in the smart healthcare system using steganography and chaotic functions based on DNA</title><title>Security and privacy</title><description>The smart healthcare system is one of the Internet of Things‐based applications that are increasingly used nowadays. One of the requirements of this system is privacy‐preserving, which should protect the disclosure of the patient record contents. In the present paper, a combination of chaotic functions and a new DNA‐based steganography method, and image blocking are suggested to protect patients' privacy‐preserving. First, the image is blocked, and the initial key for the chaotic function will be gained by using the centers of the blocks. Then the data and image are transformed into DNA sequences. Finally, one of the randomly chosen DNA strands of data is XOR with the center of one randomly selected block and will be placed in one of the block pixels. The failure to send the initial key separately to generate random numbers, as well as the random selection of secret data bits and image pixels for steganography has increased the security of the proposed method. The simulation results not only indicate the quality of the stego‐image but also show better performance of the proposed method than the existing methods.</description><subject>chaotic function</subject><subject>DNA‐based steganography</subject><subject>privacy‐preserving</subject><subject>smart healthcare system</subject><issn>2475-6725</issn><issn>2475-6725</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNp1kM1KAzEUhYMoWGrBR8jSzdT8TDLTZam_ULSgLlwNyZ2kk9JmhmRamZ2P4DP6JM5QF25c3cPl48D5ELqkZEoJYdex6diUS36CRizNRCIzJk7_5HM0iXFDCKG55GyWj9BmFdxBQff9-dUEE004OL_GzuO2MjjuVGhxZdS2rUCF_tHF1uzwPg5QH9fK1-ugmqrDypcYKlW3DrDde2hd7SPWKpoS1x7fPM0v0JlV22gmv3eM3u5uXxcPyfL5_nExXyZAheRJTrWcMSMhk5nWBqTmGghTNqcpK6UwWWpzSaUQWvF0JgRoankugdqyZED4GF0deyHUMQZjiya4fklXUFIMmopBU9Fr6tHkiH64ren-5YqX1Tsb-B9nkmwb</recordid><startdate>202405</startdate><enddate>202405</enddate><creator>Esmaeelzadeh Rostam, Habib</creator><creator>Motameni, Homayun</creator><creator>Enayatifar, Rasul</creator><general>Wiley Periodicals, Inc</general><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0002-2682-9445</orcidid></search><sort><creationdate>202405</creationdate><title>Privacy‐preserving in the smart healthcare system using steganography and chaotic functions based on DNA</title><author>Esmaeelzadeh Rostam, Habib ; Motameni, Homayun ; Enayatifar, Rasul</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c1563-81b692e6c767bbec6b3bc02af8142d65e74f861655ba34955cb1f386c1fdd2c03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>chaotic function</topic><topic>DNA‐based steganography</topic><topic>privacy‐preserving</topic><topic>smart healthcare system</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Esmaeelzadeh Rostam, Habib</creatorcontrib><creatorcontrib>Motameni, Homayun</creatorcontrib><creatorcontrib>Enayatifar, Rasul</creatorcontrib><collection>CrossRef</collection><jtitle>Security and privacy</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Esmaeelzadeh Rostam, Habib</au><au>Motameni, Homayun</au><au>Enayatifar, Rasul</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Privacy‐preserving in the smart healthcare system using steganography and chaotic functions based on DNA</atitle><jtitle>Security and privacy</jtitle><date>2024-05</date><risdate>2024</risdate><volume>7</volume><issue>3</issue><epage>n/a</epage><issn>2475-6725</issn><eissn>2475-6725</eissn><abstract>The smart healthcare system is one of the Internet of Things‐based applications that are increasingly used nowadays. One of the requirements of this system is privacy‐preserving, which should protect the disclosure of the patient record contents. In the present paper, a combination of chaotic functions and a new DNA‐based steganography method, and image blocking are suggested to protect patients' privacy‐preserving. First, the image is blocked, and the initial key for the chaotic function will be gained by using the centers of the blocks. Then the data and image are transformed into DNA sequences. Finally, one of the randomly chosen DNA strands of data is XOR with the center of one randomly selected block and will be placed in one of the block pixels. The failure to send the initial key separately to generate random numbers, as well as the random selection of secret data bits and image pixels for steganography has increased the security of the proposed method. The simulation results not only indicate the quality of the stego‐image but also show better performance of the proposed method than the existing methods.</abstract><cop>Boston, USA</cop><pub>Wiley Periodicals, Inc</pub><doi>10.1002/spy2.363</doi><tpages>21</tpages><orcidid>https://orcid.org/0000-0002-2682-9445</orcidid></addata></record> |
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subjects | chaotic function DNA‐based steganography privacy‐preserving smart healthcare system |
title | Privacy‐preserving in the smart healthcare system using steganography and chaotic functions based on DNA |
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