Robust image encryption and zero-watermarking scheme using SCA and modified logistic map

被引:50
作者
Daoui, Achraf [1 ]
Karmouni, Hicham [2 ]
El Ogri, Omar [2 ]
Sayyouri, Mhamed [1 ]
Qjidaa, Hassan [2 ]
机构
[1] Sidi Mohamed Ben Abdellah Fez Univ, Natl Sch Appl Sci, Lab Engn Syst & Applicat, Fes, Morocco
[2] Sidi Mohamed Ben Abdellah Fez Univ, Fac Sci Dhar El Mahrez, Lab Elect Signals & Syst Informat, Fes, Morocco
关键词
Image encryption; Image zero-watermarking; Geometric attacks; Image copyright protection; Logistic map; Modified logistic map; ALGORITHM; MATRIX; CHAOS;
D O I
10.1016/j.eswa.2021.116193
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this work, we first present a modified version of the traditional logistic chaotic map. The proposed version contains an additional parameter that is used to increase the security level of the proposed digital image copyright protection scheme. The latter merges two methods of image copyright protection, namely the image zero-watermarking and image encryption, which provides a high level of security when communicating images via the Internet. Next, we discuss the influence of geometric attacks on the efficiency of the proposed scheme, and then we introduce an efficient solution that can resist such attacks. The proposed solution involves the use of Sine Cosine Algorithm (SCA) with an appropriate algorithm suitable for the correction of geometric attacks (image translation, orientation and its combination) applied to the encrypted image. On the one hand, the simulation results show that the proposed scheme provides a high level of security and can resist various attacks (differential, common image processing, geometric, etc.). On the other hand, the conducted comparison in terms of robustness against geometric attacks clearly demonstrates the superiority of our scheme over recent image encryption ones.
引用
收藏
页数:26
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