International Journal of Current Engineering and Technology E-ISSN 2277 – 4106, P-ISSN 2347 – 5161
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Research Article
368| International Journal of Current Engineering and Technology, Vol.9, No.3 (May/June 2019)
A Nature Inspired Color Image Encryption Technique to Protect the
Satellite Images
Bhagyashri Pandurangi R
†*
and Meenakshi R. Patil
†
Department of Electronics and Communication Engineering, KLS Gogte Institute of Technology, Belagavi, Karnataka, India
‡
Department of Electronics and Communication Engineering, Jain AGMIT, Jamakhandi, Karnataka, India
Received 01 March 2019, Accepted 01 May 2019, Available online 02 May 2019, Vol.9, No.3 (May/June 2019)
Abstract
A color image encryption algorithm based on chaotic maps is proposed in this paper. The algorithm is based on two
bio-operations: crossover and mutation. To enhance the robustness against differential attacks, the mutated image is
subjected to scrambling process operated on the pixel values of the image using a random sequence. Experimental
results show that the proposed algorithm is capable of generating encrypted images with uniform distribution of the
pixel values and very low correlation coefficients of adjacent pixels. It is very sensitive to any change in the secret key
values. The results show that the algorithm is robust to statistical and differential attacks.
Keywords: Cryptography, symmetric encryption, logistic map, bio inspired encryption, digital transactions
1. Introduction
1
Due to phenomenal growth in internet, multimedia
content such as image, video and audio can be easily
transmitted from source to destination. This develops a
huge impact on development of applications including
e-commerce, industry, multimedia and entertainment
which rely totally on the Internet. Thus, to stop
corruption of multimedia transmission content from
unauthorized user, security plays a major role for
content protection. In the past few years, cryptography
has become a major tool for securing multimedia
transmission content such as image, video and audio.
Image encipherment is somehow different from text
encryption due to some typical image characteristics
like bulkiness and high correlation among pixels, which
are generally difficult to handle by traditional methods
[Sahar Mazloom, 2011]. The properties of chaotic
systems like sensitivity to initial conditions,
pseudorandom nature, and non-periodicity, have
selected them a suitable tool for image encryption [Z.
Lin, 2009].
A region based selective image encryption
technique was proposed in [K. C. Ravishankar,2006]
that provides the facility of selective encryption and
selective reconstruction of images. A modified chaotic
based image encryption scheme using two logistic
maps and two-dimensional baker map was proposed in
[Rashidah Kadir, 2010]. Paper [Sahar Mazloom, 2011]
proposes a symmetric image cipher based on the
*Corresponding author’s ORCID ID: 0000-0001-9620-3571
DOI: https://doi.org/10.14741/ijcet/v.9.3.4
widely used confusion–diffusion architecture which
utilizes the chaotic 2D Standard map and 1D Logistic
map. Paper [Aihong Z, 2010] proposed a method of
color image protective transmission based on Logistic
map and LSB hiding algorithm. A new self-adaptive
image encryption algorithm was presented in [Chen
Gang, 2005] that takes on a thorough integrity protect
function and can be used in data validation.
Fig.1 Typical architecture of an encryption algorithm
Based on self-adaptive wave transmission, an image
encryption algorithm was given in the paper [Xiaofeng
Liao, 2010]. In the paper [Shujiang Xu, 2010] fast image
encryption scheme based on a nonlinear chaotic map
was proposed. Liu and Wang have designed a stream-
cipher algorithm based on one-time keys and robust
chaotic maps, in order to get high security and improve
the dynamical degradation [Liu Hongjun, 2010]. They
have utilized the piecewise linear chaotic map as the
generator of a pseudo-random key stream sequence.
The various image encryption algorithms proposed in