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Perceptual security of encrypted images based on wavelet scaling analysis
CECILIA VARGAS OLMOS
JOSE MURGUIA
MARCO TULIO RAMIREZ TORRES
MARCELA MEJIA CARLOS
HARET CODRATIAN ROSU
En Embargo
31-08-2018
Atribución-NoComercial-SinDerivadas
https://doi.org/10.1016/j.physa.2016.03.008
Encryption system
Wavelet transform
Detrended fluctuation analysis
Scaling laws
"The scaling behavior of the pixel fluctuations of encrypted images is evaluated by using the detrended fluctuation analysis based on wavelets, a modern technique that has been successfully used recently for a wide range of natural phenomena and technological processes. As encryption algorithms, we use the Advanced Encryption System (AES) in RBT mode and two versions of a cryptosystem based on cellular automata, with the encryption process applied both fully and partially by selecting different bitplanes. In all cases, the results show that the encrypted images in which no understandable information can be visually appreciated and whose pixels look totally random present a persistent scaling behavior with the scaling exponent close to 0.5, implying no correlation between pixels when the DFA with wavelets is applied. This suggests that the scaling exponents of the encrypted images can be used as a perceptual security criterion in the sense that when their values are close to 0.5 (the white noise value) the encrypted images are more secure also from the perceptual point of view."
Elsevier Science BV
2016-08
Artículo
C. Vargas-Olmos, J.S. Murguía, M.T. Ramírez-Torres, M. Mejía Carlos, H.C. Rosu, H. González-Aguilar, Perceptual security of encrypted images based on wavelet scaling analysis, Physica A: Statistical Mechanics and its Applications, Volume 456, 2016, Pages 22-30,
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Aparece en las colecciones: Publicaciones Científicas Nanociencias y Materiales