Abstract
Digital image forensics is an emerging research area which focuses on validating the authenticity, integrity of images, and detection of image forgeries. Digital image watermarking and digital signatures are presently used in active digital image forensics, but these methods provide only the authenticity and certain level of integrity and robustness. In this paper, we proposed a new method for active digital image forensics based on visual cryptographic schemes which provide improved authenticity, confidentiality, integrity, and robustness. Here, we have presented an overview of active digital image forensics and visual cryptographic schemes which have been discussed based on several studies. We have also discussed the demerits of the existing model and proposed a new model for image authentication and tampering detection. The proposed method is demonstrated with a simple example.
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References
Redi, J.A., Taktak, W., Dugelay, J.-L.: Digital image forensics: a booklet for beginners. Multimed Tools Appl. 51(1), 133–162 (2011). https://doi.org/10.1007/s11042-010-0620-1(Springerlink.com)
Carvalho, T., Faria, F.A., Pedrini, H., Torres, R.D.S., Rocha, A.: Illuminant-based transformed spaces for image forensics. IEEE Trans. Inf. Forensics Security 11(4), 720–733 (2016). (IEEE) https://doi.org/10.1109/tifs.2015.2506548
Warbhe, A.D., Dharaskar, R.V., Thakare, V.M.: Computationally Efficient Digital Image Forensic Method for Image Authentication. Procedia Computer Sci. 78, 464–470 (2016). (Elsevier), https://doi.org/10.1016/j.procs.2016.02.089
Ardizzone, E., Bruno, A., Mazzola, G.: Copy-move forgery detection by matching triangles of keypoints. IEEE Trans. Inf. Forensics Security 10, 2084–2094 (2015). (IEEE) https://doi.org/10.1109/tifs.2015.2445742
Bahrami, K., Kot, A.C., Li, L., Li, H.: Blurred image splicing localization by exposing blur type inconsistency. IEEE Trans. Inf. Forensics Security 10(5), 999–1009 (2015). (IEEE) https://doi.org/10.1109/tifs.2015.2394231
Naor, M., Shamir, A.: Visual Cryptography, Advances in Cryptology-Eurocrypt’94. LNCS 950, pp. 1–12 (1995)
Monoth, T., Anto, B.P.: Analysis and design of tamperproof and contrast-enhanced secret sharing based on visual cryptography schemes. Ph.D thesis, Kannur University, Kerala, India, (2012). http://shodhganga.inflibnet.ac.in
Hwang, K.-F.: Chang, C.-C.: Recent development of visual cryptography. In: Intelligent Watermarking Techniques, Chap. 16, pp. 459–479, (2004) World Scientific
Singh, M.N. Joshi, S.: Digital image forensics: progress and challenges. In: Proceedings of 31st National convention of Electronics and Telecommunication Engineers, Researchgate (October 2015)
Singh, S., Bhardwaj, R.: Image Forgery detection using QR method based on one dimensional cellular automata. In: Ninth International Conference on Contemporary Computing (IC3) 2016, IEEE Explore (2017). https://doi.org/10.1109/ic3.2016.7880197
Komal, S., Mehta, A.K.: A review on digital watermarking techniques. Appl. Attacks. IJECS 4, 11237–11245, 015
Monoth, T., Babu, A.P.: Tamperproof transmission of fingerprints using visual cryptography schemes. Procedia Comput. Sci. 2, 143–148 (2010). (ELSEVIER)
Tyagi, S., Singh, H.V., Agarwal, R., Gangwar, S.K.: Digital watermarking techniques for security applications. In: International Conference on Emerging Trends in Electrical, Electronics and Sustainable Energy Systems (ICETEESES–16), IEEE Explore (2016). https://doi.org/10.1109/iceteeses.2016.7581413
Guojuan, Z., Dianji, L.: An Overview of digital watermarking in image forensics. In: Fourth International Joint Conference on Computational Sciences and Optimization (CSO), IEEE Xplore (2011). https://doi.org/10.1109/cso.2011.85
Yadav, U., Sharma J.P., Sharma, D., Sharma, P.K.: Different watermarking techniques & its applications: a review. Int. J. Sci. Eng. Res. 5(4) (2014)
Singh, P,. Chadha, R.S.: A Survey of digital watermarking techniques, applications and attacks. Int. J.Eng. Innovative Technol. (IJEIT), 2(9) (March 2013)
Durvey, M., Satyarthi, D.: A review paper on digital watermarking. Int. J. Emerging Trends & Technol. Comput. Sci. (IJETTCS) 3(4) (2014)
Kusuma Kumari, B.M.: A Survey of digital watermarking techniques and its applications. Int. J. Sci. Res. (IJSR), 2(12) (2013)
von Wangenheim, A., Custódio, R.F., Martina, J.E., de Back Giuliano, I., Andrade, R.: Digital signature of medical reports: an issue still not resolved. Revista da Associação Médica Brasileira (English Edition), 59(3), 209–212 (January 2013). (ELSEVIER)
Liu, C.: Security analysis of liu-zhang-deng digital signature scheme. In: 5th International Conference on Ambient Systems, Networks and Technologies (ANT-2014), Procedia Computer Science 32, pp. 485–488 (2014). (ELSEVIER)
Heckeroth, J., Boywitt, C.D.: Examining authenticity: an initial exploration of the suitability of handwritten electronic signatures. Forensic Sci. Int. 275, 144–154 (2017). (ELSEVIER)
Fernández-Alemán, J.L., Señor, I.C., Lozoya, P.Á.O., Toval, A.: Security and privacy in electronic health records: a systematic literature review. J. Biomed. Inf. 46, 541–562 (2013). (ELSEVIER)
Hodeisha, M.E., Bukauskasb, L., Humbe, V.T.: An Optimal (k, n) visual secret sharing scheme for information security. In: 6th International Conference On Advances In Computing & Communications, ICACC 2016, 6–8 September 2016, Cochin, India Procedia Computer Science, vol. 93, pp. 760–767,2016. (ELSEVIER)
Dahata, A.V., Chavan, P.V.: Secret sharing based visual cryptography scheme using CMY color space. Procedia Comput. Sci. 78:563–570 (2016). (ELSEVIER)
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Jisha, T.E., Monoth, T. (2019). Authenticity and Integrity Enhanced Active Digital Image Forensics Based on Visual Cryptography. In: Satapathy, S., Bhateja, V., Das, S. (eds) Smart Intelligent Computing and Applications . Smart Innovation, Systems and Technologies, vol 105. Springer, Singapore. https://doi.org/10.1007/978-981-13-1927-3_19
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DOI: https://doi.org/10.1007/978-981-13-1927-3_19
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