A New Full Chaos Coupled Mapping Lattice and Its Application in Privacy Image Encryption
Since chaotic cryptography has a long-term problem of dynamic degradation, this paper presents proof that chaotic systems resist dynamic degradation through theoretical analysis. Based on this proof, a novel one-dimensional two-parameter with a wide-range system mixed coupled map lattice model (TWMC...
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Veröffentlicht in: | IEEE transactions on circuits and systems. I, Regular papers Regular papers, 2022-03, Vol.69 (3), p.1291-1301 |
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description | Since chaotic cryptography has a long-term problem of dynamic degradation, this paper presents proof that chaotic systems resist dynamic degradation through theoretical analysis. Based on this proof, a novel one-dimensional two-parameter with a wide-range system mixed coupled map lattice model (TWMCML) is given. The evaluation of TWMCML shows that the system has the characteristics of strong chaos, high sensitivity, broader parameter ranges and wider chaos range, which helps to enhance the security of chaotic sequences. Based on the excellent performance of TWMCML, it is applied to the newly proposed encryption algorithm. The algorithm realizes double protection of private images under the premise of ensuring efficiency and safety. First, the important information of the image is extracted by edge detection technology. Then the important area is scrambled by the three-dimensional bit-level coupled XOR method. Finally, the global image is more fully confused by the dynamic index diffusion formula. The simulation experiment verified the effectiveness of the algorithm for grayscale and color images. Security tests show that the application of TWMCML makes the encryption algorithm have a better ability to overcome conventional attacks. |
doi_str_mv | 10.1109/TCSI.2021.3133318 |
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Based on this proof, a novel one-dimensional two-parameter with a wide-range system mixed coupled map lattice model (TWMCML) is given. The evaluation of TWMCML shows that the system has the characteristics of strong chaos, high sensitivity, broader parameter ranges and wider chaos range, which helps to enhance the security of chaotic sequences. Based on the excellent performance of TWMCML, it is applied to the newly proposed encryption algorithm. The algorithm realizes double protection of private images under the premise of ensuring efficiency and safety. First, the important information of the image is extracted by edge detection technology. Then the important area is scrambled by the three-dimensional bit-level coupled XOR method. Finally, the global image is more fully confused by the dynamic index diffusion formula. The simulation experiment verified the effectiveness of the algorithm for grayscale and color images. Security tests show that the application of TWMCML makes the encryption algorithm have a better ability to overcome conventional attacks.</description><identifier>ISSN: 1549-8328</identifier><identifier>EISSN: 1558-0806</identifier><identifier>DOI: 10.1109/TCSI.2021.3133318</identifier><identifier>CODEN: ITCSCH</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Algorithms ; bit-level ; Chaos ; chaotic system ; Color imagery ; Cryptography ; Degradation ; Edge detection ; Encryption ; Heuristic algorithms ; Image encryption ; Lattices ; Orbits ; Parameter sensitivity ; Privacy ; resistance to dynamic degradation ; Security</subject><ispartof>IEEE transactions on circuits and systems. I, Regular papers, 2022-03, Vol.69 (3), p.1291-1301</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. 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I, Regular papers</title><addtitle>TCSI</addtitle><description>Since chaotic cryptography has a long-term problem of dynamic degradation, this paper presents proof that chaotic systems resist dynamic degradation through theoretical analysis. Based on this proof, a novel one-dimensional two-parameter with a wide-range system mixed coupled map lattice model (TWMCML) is given. The evaluation of TWMCML shows that the system has the characteristics of strong chaos, high sensitivity, broader parameter ranges and wider chaos range, which helps to enhance the security of chaotic sequences. Based on the excellent performance of TWMCML, it is applied to the newly proposed encryption algorithm. The algorithm realizes double protection of private images under the premise of ensuring efficiency and safety. First, the important information of the image is extracted by edge detection technology. Then the important area is scrambled by the three-dimensional bit-level coupled XOR method. Finally, the global image is more fully confused by the dynamic index diffusion formula. The simulation experiment verified the effectiveness of the algorithm for grayscale and color images. Security tests show that the application of TWMCML makes the encryption algorithm have a better ability to overcome conventional attacks.</description><subject>Algorithms</subject><subject>bit-level</subject><subject>Chaos</subject><subject>chaotic system</subject><subject>Color imagery</subject><subject>Cryptography</subject><subject>Degradation</subject><subject>Edge detection</subject><subject>Encryption</subject><subject>Heuristic algorithms</subject><subject>Image encryption</subject><subject>Lattices</subject><subject>Orbits</subject><subject>Parameter sensitivity</subject><subject>Privacy</subject><subject>resistance to dynamic degradation</subject><subject>Security</subject><issn>1549-8328</issn><issn>1558-0806</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9kMtKw0AUhoMoWKsPIG4GXKfONZksS2g1UC9gBXfD6WRSp6TJOJMofXsTWlydH_7LgS-KbgmeEYKzh3X-XswopmTGCGOMyLNoQoSQMZY4OR81z2LJqLyMrkLYYUwzzMgk-pyjF_OLln1do_wL2oDytne1KdEzOGebLVpB11ltEDQlKrqA5s7VVkNn2wbZBr15-wP6gIo9bA1aNNof3OhdRxcV1MHcnO40-lgu1vlTvHp9LPL5KtaMky5OBYOKAtNcJ6wSwAZFRJlCheUmITyBNBXcwIYwyjcahCgzqLSuKCWDIdg0uj_uOt9-9yZ0atf2vhleKpowhnkmpBxS5JjSvg3Bm0o5b_fgD4pgNQJUI0A1AlQngEPn7tixxpj_fJYknA_Lf6H7ay8</recordid><startdate>20220301</startdate><enddate>20220301</enddate><creator>Wang, Xingyuan</creator><creator>Liu, Pengbo</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. 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I, Regular papers</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Wang, Xingyuan</au><au>Liu, Pengbo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A New Full Chaos Coupled Mapping Lattice and Its Application in Privacy Image Encryption</atitle><jtitle>IEEE transactions on circuits and systems. I, Regular papers</jtitle><stitle>TCSI</stitle><date>2022-03-01</date><risdate>2022</risdate><volume>69</volume><issue>3</issue><spage>1291</spage><epage>1301</epage><pages>1291-1301</pages><issn>1549-8328</issn><eissn>1558-0806</eissn><coden>ITCSCH</coden><abstract>Since chaotic cryptography has a long-term problem of dynamic degradation, this paper presents proof that chaotic systems resist dynamic degradation through theoretical analysis. Based on this proof, a novel one-dimensional two-parameter with a wide-range system mixed coupled map lattice model (TWMCML) is given. The evaluation of TWMCML shows that the system has the characteristics of strong chaos, high sensitivity, broader parameter ranges and wider chaos range, which helps to enhance the security of chaotic sequences. Based on the excellent performance of TWMCML, it is applied to the newly proposed encryption algorithm. The algorithm realizes double protection of private images under the premise of ensuring efficiency and safety. First, the important information of the image is extracted by edge detection technology. Then the important area is scrambled by the three-dimensional bit-level coupled XOR method. Finally, the global image is more fully confused by the dynamic index diffusion formula. The simulation experiment verified the effectiveness of the algorithm for grayscale and color images. 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subjects | Algorithms bit-level Chaos chaotic system Color imagery Cryptography Degradation Edge detection Encryption Heuristic algorithms Image encryption Lattices Orbits Parameter sensitivity Privacy resistance to dynamic degradation Security |
title | A New Full Chaos Coupled Mapping Lattice and Its Application in Privacy Image Encryption |
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