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dc.contributor.authorMaddodi, Gururaj
dc.contributor.authorAwad, Abir
dc.contributor.authorAwad, Dounia
dc.contributor.authorAward, Mirna
dc.contributor.authorLee, Brian
dc.identifier.citationMaddodi, G., Award, A., Awad, D., Awad, M., Lee, B. A new image encryption algorithm based on heterogeneous chaotic neural network generator and dna encoding. Multimedia Tools and Applications. 77(19), 24701-24725. DOI: 10.1007/s11042-018-5669-2en_US
dc.identifier.otherArticles - Software Research Institute AITen_US
dc.description.abstractThis paper presents a new combined neural network and chaos based pseudorandom sequence generator and a DNA-rules based chaotic encryption algorithm for secure transmission and storage of images. The proposed scheme uses a new heterogeneous chaotic neural network generator controlling the operations of the encryption algorithm: pixel position permutation, DNA-based bit substitution and a new proposed DNA-based bit permutation method. The randomness of the generated chaotic sequence is improved by dynamically updating the control parameters as well as the number of iterations of the chaotic functions in the neural network. Several tests including auto correlation, 0/1 balance and NIST tests are performed to show high degree of randomness of the proposed chaotic generator. Experimental results such as pixel correlation coefficients, entropy, NPCR and UACI etc. as well as security analyses are given to demonstrate the security and efficiency of the proposed chaos based genetic encryption method.en_US
dc.relation.ispartofMultimedia Tools and Applicationsen_US
dc.rightsAttribution-NonCommercial-NoDerivs 3.0 Ireland*
dc.subjectImage securityen_US
dc.subjectChaos theoryen_US
dc.subjectNeural networksen_US
dc.subjectDNA encodingen_US
dc.titleA new image encryption algorithm based on heterogeneous chaotic neural network generator and dna encoding.en_US
dc.identifier.doidoi: 10.1007/s11042-018-5669-2
dc.rights.accessOpen Accessen_US
dc.subject.departmentSoftware Research Instituteen_US

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Attribution-NonCommercial-NoDerivs 3.0 Ireland
Except where otherwise noted, this item's license is described as Attribution-NonCommercial-NoDerivs 3.0 Ireland