Image encryption based on a combination of multiple chaotic maps
Recent years have seen a rapid evolution of digital communications and an immense use of image transmissions over unsecured links. More specifically, some domains require the exchange of images depicting sensitive information, such as fingerprints, medical records and government or military satellit...
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| Published in | Multimedia tools and applications Vol. 81; no. 18; pp. 25497 - 25518 |
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| Main Authors | , |
| Format | Journal Article |
| Language | English |
| Published |
New York
Springer US
01.07.2022
Springer Nature B.V |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1380-7501 1573-7721 |
| DOI | 10.1007/s11042-022-12595-8 |
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| Abstract | Recent years have seen a rapid evolution of digital communications and an immense use of image transmissions over unsecured links. More specifically, some domains require the exchange of images depicting sensitive information, such as fingerprints, medical records and government or military satellite images. This creates a major challenge for researchers to come up with efficient and effective image encryption schemes. On the other hand, chaotic maps have proven suitable for such applications. This is because they exhibit characteristics such as ergodicity and sensitivity to control parameters and initial conditions. In this paper, an image encryption confusion-diffusion technique is proposed. First, the image pixels are disarranged resulting in a shuffled one which is then diffused through XORing its pixels with a secret key. This key is generated from a combination of different chaotic maps. Performance of the proposed scheme is evaluated utilizing various metrics. The proposed scheme is shown to be robust against differential attacks and resistant to statistical attacks. Its running time is very small which guarantees its efficiency and suitability for real time applications. |
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| AbstractList | Recent years have seen a rapid evolution of digital communications and an immense use of image transmissions over unsecured links. More specifically, some domains require the exchange of images depicting sensitive information, such as fingerprints, medical records and government or military satellite images. This creates a major challenge for researchers to come up with efficient and effective image encryption schemes. On the other hand, chaotic maps have proven suitable for such applications. This is because they exhibit characteristics such as ergodicity and sensitivity to control parameters and initial conditions. In this paper, an image encryption confusion-diffusion technique is proposed. First, the image pixels are disarranged resulting in a shuffled one which is then diffused through XORing its pixels with a secret key. This key is generated from a combination of different chaotic maps. Performance of the proposed scheme is evaluated utilizing various metrics. The proposed scheme is shown to be robust against differential attacks and resistant to statistical attacks. Its running time is very small which guarantees its efficiency and suitability for real time applications. |
| Author | Elkandoz, Marwa Tarek Alexan, Wassim |
| Author_xml | – sequence: 1 givenname: Marwa Tarek surname: Elkandoz fullname: Elkandoz, Marwa Tarek organization: Faculty of Information Engineering and Technology – sequence: 2 givenname: Wassim orcidid: 0000-0001-6159-4971 surname: Alexan fullname: Alexan, Wassim email: wassim.alexan@ieee.org organization: Faculty of Information Engineering and Technology |
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| Keywords | Chaotic functions Image encryption NIST analysis |
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| SubjectTerms | Algorithms Chaos theory Computer Communication Networks Computer Science Cryptography Data encryption Data Structures and Information Theory Digital broadcasting Digital imaging Fractals Image transmission Initial conditions Military satellites Multimedia Multimedia Information Systems Parameter sensitivity Pixels Run time (computers) Satellite imagery Special Purpose and Application-Based Systems Wavelet transforms |
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