Secure video communication using firefly optimization and visual cryptography

In recent years, we face an increasing interest in protecting multimedia data and copyrights due to the high exchange of information. Attackers are trying to get confidential information from various sources, which brings the importance of securing the data. Many researchers implemented techniques to hide secret information to maintain the integrity and privacy of data. In order to protect confidential data, histogram-based reversible data hiding with other cryptographic algorithms are widely used. Therefore, in the proposed work, a robust method for securing digital video is suggested. We implemented histogram bit shifting based reversible data hiding by embedding the encrypted watermark in featured video frames. Histogram bit shifting is used for hiding highly secured watermarks so that security for the watermark symbol is also being achieved. The novelty of the work is that only based on the quality threshold a few unique frames are selected, which holds the encrypted watermark symbol. The optimal value for this threshold is obtained using the Firefly Algorithm. The proposed method is capable of hiding high-capacity data in the video signal. The experimental result shows the higher capacity and video quality compared to other reversible data hiding techniques. The recovered watermark provides better identity identification against various attacks. A high value of PSNR and a low value of BER and MSE is reported from the results.

[1]  Xin-She Yang,et al.  Nature-Inspired Metaheuristic Algorithms , 2008 .

[2]  Saud S. Alotaibi,et al.  Optimization insisted watermarking model: hybrid firefly and Jaya algorithm for video copyright protection , 2020, Soft Comput..

[3]  Stephan Katzenbeisser,et al.  Information Hiding Techniques for Steganography and Digital Watermaking , 1999 .

[4]  Girish Kulkarni,et al.  Visual Cryptography based Grayscale Image Watermarking in DWT domain , 2018, 2018 Second International Conference on Electronics, Communication and Aerospace Technology (ICECA).

[5]  Jianhua Ma,et al.  Adaptively imperceptible video watermarking based on the local motion entropy , 2013, Multimedia Tools and Applications.

[6]  Amit Phadikar,et al.  A blind video watermarking scheme resistant to rotation and collusion attacks , 2016, J. King Saud Univ. Comput. Inf. Sci..

[7]  Rajib Kumar Jha,et al.  Robust video watermarking using significant frame selection based on coefficient difference of lifting wavelet transform , 2017, Multimedia Tools and Applications.

[8]  Yassine Himeur,et al.  A robust and secure key-frames based video watermarking system using chaotic encryption , 2018, Multimedia Tools and Applications.

[9]  R. Sivakumar,et al.  An enhancing reversible data hiding for secured data using shuffle block key encryption and histogram bit shifting in cloud environment , 2018, Cluster Computing.

[10]  Zhe-ming Lu,et al.  Lossless Information Hiding in Images on the Spatial Domain , 2017 .

[11]  Loganathan Agilandeeswari,et al.  A robust color video watermarking scheme based on hybrid embedding techniques , 2015, Multimedia Tools and Applications.

[12]  Kai Chen,et al.  Separable Reversible Data Hiding in Encrypted Images Based on Two-Dimensional Histogram Modification , 2018, Secur. Commun. Networks.

[13]  Güzin Ulutas,et al.  Self-adaptive step firefly algorithm based robust watermarking method in DWT-SVD domain , 2021, Multimedia Tools and Applications.

[14]  M. Ulutas,et al.  A New Reversible Database Watermarking Approach with Firefly Optimization Algorithm , 2017 .

[15]  Chin-Chen Chang,et al.  A Semi-blind Watermarking Based on Discrete Wavelet Transform , 2007, ICICS.

[16]  Sherin M. Youssef,et al.  Adaptive video watermarking integrating a fuzzy wavelet-based human visual system perceptual model , 2013, Multimedia Tools and Applications.

[17]  Chinh T. Dang,et al.  RPCA-KFE: Key Frame Extraction for Video Using Robust Principal Component Analysis , 2014, IEEE Transactions on Image Processing.

[18]  Amit Kumar Singh,et al.  Multi-layer security of medical data through watermarking and chaotic encryption for tele-health applications , 2018, Multimedia Tools and Applications.

[19]  Marco Pellegrini,et al.  STIMO: STIll and MOving video storyboard for the web scenario , 2009, Multimedia Tools and Applications.

[20]  Mark R. Pickering,et al.  Robust DT CWT-Based DIBR 3D Video Watermarking Using Chrominance Embedding , 2016, IEEE Transactions on Multimedia.

[21]  Zahid Mehmood,et al.  Highly robust hybrid image watermarking approach using Tchebichef transform with secured PCA and CAT encryption , 2019, Soft Comput..

[22]  Manoj Kumar,et al.  Robust Digital Video Watermarking using Reversible Data Hiding and Visual Cryptography , 2013, 24th IET Irish Signals and Systems Conference (ISSC 2013).

[23]  Peyman Ayubi,et al.  A new chaotic complex map for robust video watermarking , 2020, Artificial Intelligence Review.

[24]  A. Vasuki,et al.  Reversible and robust image watermarking based on histogram shifting , 2018, Cluster Computing.

[25]  Ki-Hyun Jung,et al.  Robust reversible data hiding scheme based on two-layer embedding strategy , 2020, Inf. Sci..

[26]  Weiming Zhang,et al.  Homomorphic Encryption-Based Reversible Data Hiding for 3D Mesh Models , 2018, Arabian Journal for Science and Engineering.

[27]  Ajith Abraham,et al.  Optimized Watermarking Using Swarm-Based Bacterial Foraging , 2010, J. Inf. Hiding Multim. Signal Process..

[28]  Sudipta Roy,et al.  Video watermarking scheme based on visual cryptography and scene change detection , 2013 .

[29]  Zheng Qin,et al.  Reversible data hiding based on multiple histograms modification and deep neural networks , 2021, Signal Process. Image Commun..

[30]  Manoj Kumar,et al.  A Hybrid Novel Approach of Video Watermarking , 2016 .

[31]  Xinpeng Zhang,et al.  Reversible data hiding based on reducing invalid shifting of pixels in histogram shifting , 2019, Signal Process..

[32]  Chuan Qin,et al.  Reversible data hiding with differential compression in encrypted image , 2018, Multimedia Tools and Applications.

[33]  Punam Bedi,et al.  Optimized gray-scale image watermarking using DWT-SVD and Firefly Algorithm , 2014, Expert Syst. Appl..

[34]  Yuanzhang Li,et al.  A High-Imperceptibility and Histogram-Shifting Data Hiding Scheme for JPEG Images , 2019, IEEE Access.

[35]  Lidan Wang,et al.  A secure video watermarking technique based on hyperchaotic Lorentz system , 2019, Multimedia Tools and Applications.

[36]  Zhe-Ming Lu,et al.  Lossless Information Hiding in Images , 2016 .

[37]  Siti Zaiton Mohd Hashim,et al.  A robust video watermarking technique for the tamper detection of surveillance systems , 2015, Multimedia Tools and Applications.

[38]  Sengül Dogan,et al.  A new data hiding method based on chaos embedded genetic algorithm for color image , 2016, Artificial Intelligence Review.

[39]  Hong Xiang,et al.  Reversible data hiding in compressed and encrypted images by using Kd-tree , 2018, Multimedia Tools and Applications.

[40]  Sergio Escalera,et al.  Robust non-blind color video watermarking using QR decomposition and entropy analysis , 2016, J. Vis. Commun. Image Represent..

[41]  Deven N. Trivedi,et al.  Hybrid and blind watermarking scheme in DCuT - RDWT domain , 2019, J. Inf. Secur. Appl..

[42]  Xiao Zhou,et al.  Anti-HEVC Recompression Video Watermarking Algorithm Based on the All Phase Biorthogonal Transform and SVD , 2018 .

[43]  Sung Wook Baik,et al.  Feature aggregation based visual attention model for video summarization , 2014, Comput. Electr. Eng..

[44]  Shaowei Weng,et al.  High capacity reversible data hiding in encrypted images using SIBRW and GCC , 2020, J. Vis. Commun. Image Represent..

[45]  Wei Zhang,et al.  Separable reversible data hiding in encrypted images via adaptive embedding strategy with block selection , 2018, Signal Process..

[46]  Sunesh Malik,et al.  Histogram and entropy based digital image watermarking scheme , 2018, International Journal of Information Technology.

[47]  Juan Zhao,et al.  Three-dimensional histogram shifting for reversible data hiding , 2018, Multimedia Systems.