Adaptive firefly algorithm based optimized key generation for image security

被引:2
|
作者
Sinha, Rupesh Kumar [1 ]
Sahu, Sitanshu Sekhar [1 ]
机构
[1] BIT Mesra, Ranchi, Jharkhand, India
关键词
Encrypted image; DWT; Chebyshev polynomial; optimized secret key; Adaptive firefly (FF) optimization algorithm; DIFFUSION;
D O I
10.3233/JIFS-169998
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Cryptography is the most peculiar way to secure data and most of the encryption algorithms are mainly used for textual data and not suitable for transmission data such as images. It is seen that the generation of secure key in Image cryptography has been a challenging task in the way of providing secured key generation for the transmitted data. In order to aid secured key generation in this context, an optimized secret key generation based on Chebyshev polynomial with Adaptive Firefly (FF) optimization technique is proposed. The optimized key is utilized with process of shuffling, diffusion, and swapping to get a better encrypted image. At the receiver end, reverse process is applied with optimized key to retrieve the original input image. The efficiency of our proposed method is assessed by the exhaustive experimental study. The results show that the proposed methodology provided correlation coefficient of 0.21, Number of Pixels Change Rate (NPCR) of 0.996, Unified Average Changing Intensity (UACI) of 0.3346 and Information Entropy of 7.995 as compared with the existing methods.
引用
收藏
页码:4437 / 4447
页数:11
相关论文
共 50 条
  • [31] Adaptive Firefly Optimization Algorithm Based On Stochastic Inertia Weight
    Liu, Changnian
    Tian, Yafei
    Zhang, Qiang
    Yuan, Jie
    Xue, Binbin
    2013 SIXTH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL 1, 2013, : 334 - 337
  • [32] Adaptive Firefly Algorithm based OPF for AC/DC Systems
    Babu, B. Suresh
    Palaniswami, S.
    JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2016, 11 (04) : 791 - 800
  • [34] A Novel Radius Adaptive Based on Center-Optimized Hybrid Detector Generation Algorithm
    Chen, Jinyin
    IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2020, 7 (06) : 1627 - 1637
  • [35] Firefly algorithm intelligence optimized particle filter
    Tian M.-C.
    Bo Y.-M.
    Chen Z.-M.
    Wu P.-L.
    Zhao G.-P.
    Chen, Zhi-Min (chenzhimin@188.com), 1600, Science Press (42): : 89 - 97
  • [36] Secure Image Transcoding technique using chaotic key based algorithm with improved security
    Anoop, B. N.
    George, Sudhish N.
    Deepthi, P. P.
    2013 IEEE INTERNATIONAL MULTI CONFERENCE ON AUTOMATION, COMPUTING, COMMUNICATION, CONTROL AND COMPRESSED SENSING (IMAC4S), 2013, : 693 - 697
  • [37] Image Segmentation based on Multilevel Thresholding using Firefly Algorithm
    Sridevi, M.
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INVENTIVE COMPUTING AND INFORMATICS (ICICI 2017), 2017, : 750 - 753
  • [38] Multi-threshold image segmentation based on Firefly Algorithm
    Yu, Chaojie
    Jin, Binling
    Lu, Yonggang
    Chen, Xiwei
    Yi, Zhengming
    Zhang, Kai
    Wang, Shaoliang
    2013 NINTH INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING (IIH-MSP 2013), 2013, : 415 - 419
  • [39] The Codebook Design of Image Vector Quantization Based on the Firefly Algorithm
    Horng, Ming-Huwi
    Jiang, Ting-Wei
    COMPUTATIONAL COLLECTIVE INTELLIGENCE: TECHNOLOGIES AND APPLICATIONS, PT III, 2010, 6423 : 438 - 447
  • [40] Simplified firefly algorithm for 2D image key-points search
    Napoli, Christian
    Pappalardo, Giuseppe
    Tramontana, Emiliano
    Marszalek, Zbigniew
    Polap, Dawid
    Wozniak, Marcin
    2014 IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE FOR HUMAN-LIKE INTELLIGENCE (CIHLI), 2014, : 118 - 125