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A new secure image encryption algorithm based on a 5D hyperchaotic map

Dejian Fang, Shuliang Sun

2020PLoS ONE33 citationsDOIOpen Access PDF

Abstract

Image encryption is an effective method for protecting private images during communication. In this paper, a novel image encryption method is proposed based on a 5D hyperchaotic system. Since a 5D hyperchaotic system can generate more complex dynamic behavior than a low-dimensional system, it is used in this paper to generate pseudorandom number sequences. The generated sequences are processed to obtain new sequences. The randomness of the new sequences is improved by recombination and rearrangement. The experimental results and theoretical analysis show that the method possesses a large key space and can resist differential attacks, statistical analysis, entropy analysis, clipping attacks and noise attacks. Therefore, it is very secure and can be used for secure communication.

Topics & Concepts

EncryptionKey spaceComputer scienceAlgorithmRandomnessPseudorandom number generatorEntropy (arrow of time)Secure communicationImage (mathematics)Security analysisCryptographyClipping (morphology)Probabilistic encryptionTheoretical computer scienceMathematicsArtificial intelligenceComputer networkComputer securityPhysicsLinguisticsPhilosophyStatisticsQuantum mechanicsChaos-based Image/Signal EncryptionAdvanced Steganography and Watermarking TechniquesCellular Automata and Applications
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