Title :
Enhanced chaotic key-based algorithm for low-entropy image encryption
Author :
Yavuz, E. ; Yazici, Rifat ; Kasapbasi, Mustafa Cem ; Yamac, Ezgi
Abstract :
As computing power of today´s computer enhances rapidly, secure encryption is getting harder and the need for powerful secure encryption methods becomes inevitable. To avoid brute-force attacks it is necessary to have a larger key space, which makes the chaotic systems more attractive. In order to sufficiently apply confusion and diffusion rules for an image data with any entropy structure, a two-dimensional chaotic system, which has high sensitivity to initial states, has been utilized in this study. The fact that adjacent pixels of an image have naturally close values makes it easier for crackers to perform statistical analysis. So, two chaotic functions are used to disrupt correlations among them, one for shuffling pixel positions and one for changing pixels values. Even with low entropy images the proposed algorithm has been proved to be more secure and faster than the previous algorithms.
Keywords :
cryptography; entropy; image coding; statistical analysis; 2D chaotic system; adjacent pixels; brute-force attacks; chaotic functions; chaotic key-based algorithm; computing power; confusion rules; diffusion rules; entropy structure; image data; key space; low-entropy image encryption; pixel positions; pixels values; secure encryption methods; statistical analysis; Chaotic communication; Conferences; Encryption; Histograms; NIST; Signal processing; Signal processing algorithms; chaos; entropy; image encryption;
Conference_Titel :
Signal Processing and Communications Applications Conference (SIU), 2014 22nd
Conference_Location :
Trabzon
DOI :
10.1109/SIU.2014.6830246