Robustness comparison study on watermarking techniques against compression attack
Digital watermarking technique is a way of protecting digital image from malicious attacks. Compression attack is one of the most common attacks for images uploaded into social media. Social media, such as Facebook and Twitter, implement compression method for all types of media, before it is succes...
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my.utm.870232020-10-22T05:48:04Z http://eprints.utm.my/id/eprint/87023/ Robustness comparison study on watermarking techniques against compression attack Jeffry, Mohd. Aliff Faiz Kutty Mammi, Hazinah QA75 Electronic computers. Computer science Digital watermarking technique is a way of protecting digital image from malicious attacks. Compression attack is one of the most common attacks for images uploaded into social media. Social media, such as Facebook and Twitter, implement compression method for all types of media, before it is successfully uploaded into their server. This is to reduce the network bandwidth and storage needed to store each media in their server. However, the implemented compression method tends to tarnish image properties from the image itself, which can be used to identify the image itself. This produces other problems, which are ownership and copyright issues. Digital watermark has been proposed in numerous researches, and this research is one of them, in preventing the stated problem. The chosen digital watermarking techniques must be able to withstand against compression attack done by social media. A comprehensive analysis towards the watermarking algorithms and watermarked images were done, by applying several designed experiments. Based on the results, it shows that both chosen watermarking techniques could not withstands against compression attack made by JPEG compression and social media compression. It indicates that watermarking technique was not a suitable method to be used in preserving the ownership and copyright of the image throughout social media. Penerbit UTM Press 2020 Article PeerReviewed Jeffry, Mohd. Aliff Faiz and Kutty Mammi, Hazinah (2020) Robustness comparison study on watermarking techniques against compression attack. International Journal of Innovative Computing, 10 (1). pp. 7-19. ISSN 2180-4370 http://dx.doi.org/10.11113/ijic.v10n1.251 |
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QA75 Electronic computers. Computer science Jeffry, Mohd. Aliff Faiz Kutty Mammi, Hazinah Robustness comparison study on watermarking techniques against compression attack |
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Digital watermarking technique is a way of protecting digital image from malicious attacks. Compression attack is one of the most common attacks for images uploaded into social media. Social media, such as Facebook and Twitter, implement compression method for all types of media, before it is successfully uploaded into their server. This is to reduce the network bandwidth and storage needed to store each media in their server. However, the implemented compression method tends to tarnish image properties from the image itself, which can be used to identify the image itself. This produces other problems, which are ownership and copyright issues. Digital watermark has been proposed in numerous researches, and this research is one of them, in preventing the stated problem. The chosen digital watermarking techniques must be able to withstand against compression attack done by social media. A comprehensive analysis towards the watermarking algorithms and watermarked images were done, by applying several designed experiments. Based on the results, it shows that both chosen watermarking techniques could not withstands against compression attack made by JPEG compression and social media compression. It indicates that watermarking technique was not a suitable method to be used in preserving the ownership and copyright of the image throughout social media. |
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Jeffry, Mohd. Aliff Faiz Kutty Mammi, Hazinah |
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Jeffry, Mohd. Aliff Faiz Kutty Mammi, Hazinah |
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Jeffry, Mohd. Aliff Faiz |
title |
Robustness comparison study on watermarking techniques against compression attack |
title_short |
Robustness comparison study on watermarking techniques against compression attack |
title_full |
Robustness comparison study on watermarking techniques against compression attack |
title_fullStr |
Robustness comparison study on watermarking techniques against compression attack |
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Robustness comparison study on watermarking techniques against compression attack |
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robustness comparison study on watermarking techniques against compression attack |
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Penerbit UTM Press |
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2020 |
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http://eprints.utm.my/id/eprint/87023/ http://dx.doi.org/10.11113/ijic.v10n1.251 |
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