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A Survey on Intelligent Security Techniques for High-Definition Multimedia Data

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Intelligent Techniques in Signal Processing for Multimedia Security

Part of the book series: Studies in Computational Intelligence ((SCI,volume 660))

Abstract

Multimedia security has advanced tremendously over the decades due to the change in variety and volume of data. In the current security context, intelligent systems for multimedia security are very much in demand. Various applications such as biometric, e-commerce, medical imaging, forensics, aerospace, and defense require high-end data security systems. Conventional cryptography, watermarking, and steganography fall in short to provide security for high-resolution 2D/3D image and high-definition video. Persistent demand exists for designing new security algorithms for 3D graphics, animations, and HD videos. Traditional encryption method does not suffice the current need, as its securing ability is limited when it gets decoded. Steganography techniques are reported for securing text, audio, and video content, but observed to be few in number compared to image steganography techniques. Watermarking techniques for securing video content, text, and animations are reported in the literature but seem to be few in numbers as compared to image watermarking techniques. Majority of the literature is observed to apply digital watermarking as security means for video and image data. However, digital watermarking for 3D graphics is a current research topic. On the other hand, video watermarking techniques shall be broadly classified based on domain and human perception. Usually, video watermarking techniques do not alter video contents. But current trend shows that security techniques are designed based on video content. This kind of security methods is claimed to be far superior as they concentrate not only on watermarking but also on synchronization of watermark. In this chapter, we present a comprehensive review of multimedia security techniques emphasizing on their applicability, scope, and shortcomings especially when applied to high-definition multimedia data. Problematic issues of intelligent techniques in signal processing for multimedia security and outlook for the future research are discussed too. The major goal of the paper was to provide a comprehensive reference source for the researchers involved in designing multimedia security technique, regardless of particular application areas.

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Author information

Authors and Affiliations

  1. Department of IS&E, BVB CET, Hubli, 580031, India

    S. D. Desai

  2. Department of CS&E, BVB CET, Hubli, 580031, India

    N. R. Pudakalakatti & V. P. Baligar

Authors
  1. S. D. Desai
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  2. N. R. Pudakalakatti
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  3. V. P. Baligar
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Correspondence to S. D. Desai .

Editor information

Editors and Affiliations

  1. Department of Information Technology, Techno India College of Technology Department of Information Technology, Kolkata, India

    Nilanjan Dey

  2. School of Computing Science and Eng., VIT University School of Computing Science and Eng., Vellore, India

    V. Santhi

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Desai, S.D., Pudakalakatti, N.R., Baligar, V.P. (2017). A Survey on Intelligent Security Techniques for High-Definition Multimedia Data. In: Dey, N., Santhi, V. (eds) Intelligent Techniques in Signal Processing for Multimedia Security. Studies in Computational Intelligence, vol 660. Springer, Cham. https://doi.org/10.1007/978-3-319-44790-2_2

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  • DOI: https://doi.org/10.1007/978-3-319-44790-2_2

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-44789-6

  • Online ISBN: 978-3-319-44790-2

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