Steganalysis of MP3Stego with low embedding-rate using Markov feature.
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| Title: | Steganalysis of MP3Stego with low embedding-rate using Markov feature. |
|---|---|
| Authors: | Jin, Chao1, Wang, Rangding1 wangrangding@nbu.edu.cn, Yan, Diqun1 |
| Source: | Multimedia Tools & Applications. Mar2017, Vol. 76 Issue 5, p6143-6158. 16p. |
| Subjects: | Cryptography, MP3 (Audio coding standard), Markov processes, Computational complexity, Feature extraction |
| Abstract: | MP3Stego is a typical steganographic tool for MP3 audios, whose embedding behavior disturbs the intrinsic correlation of the quantized MDCT coefficients (refer to as QMDCTs). In this paper, the Markov feature captured this correlation were designed based on the QMDCTs. The feature is sensitive to the subtle alteration caused by MP3stego embedding even at a low embedding-rate. In addition, some work on QMDCT pre-processing, threshold selection and feature optimization were applied to feature construction, which contribute to improving the detection accuracy and reducing the computational complexity of the proposed scheme. Experimental results show that our approach can effectively detect MP3Stego of low embedding-rate and outperforms the prior arts. [ABSTRACT FROM AUTHOR] |
| Copyright of Multimedia Tools & Applications is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Database: | Engineering Source |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
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| Header | DbId: egs DbLabel: Engineering Source An: 122047733 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Steganalysis of MP3Stego with low embedding-rate using Markov feature. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Jin%2C+Chao%22">Jin, Chao</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AR" term="%22Wang%2C+Rangding%22">Wang, Rangding</searchLink><relatesTo>1</relatesTo><i> wangrangding@nbu.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Yan%2C+Diqun%22">Yan, Diqun</searchLink><relatesTo>1</relatesTo> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Multimedia+Tools+%26+Applications%22">Multimedia Tools & Applications</searchLink>. Mar2017, Vol. 76 Issue 5, p6143-6158. 16p. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Cryptography%22">Cryptography</searchLink><br /><searchLink fieldCode="DE" term="%22MP3+%28Audio+coding+standard%29%22">MP3 (Audio coding standard)</searchLink><br /><searchLink fieldCode="DE" term="%22Markov+processes%22">Markov processes</searchLink><br /><searchLink fieldCode="DE" term="%22Computational+complexity%22">Computational complexity</searchLink><br /><searchLink fieldCode="DE" term="%22Feature+extraction%22">Feature extraction</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: MP3Stego is a typical steganographic tool for MP3 audios, whose embedding behavior disturbs the intrinsic correlation of the quantized MDCT coefficients (refer to as QMDCTs). In this paper, the Markov feature captured this correlation were designed based on the QMDCTs. The feature is sensitive to the subtle alteration caused by MP3stego embedding even at a low embedding-rate. In addition, some work on QMDCT pre-processing, threshold selection and feature optimization were applied to feature construction, which contribute to improving the detection accuracy and reducing the computational complexity of the proposed scheme. Experimental results show that our approach can effectively detect MP3Stego of low embedding-rate and outperforms the prior arts. [ABSTRACT FROM AUTHOR] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of Multimedia Tools & Applications is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s11042-016-3264-y Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 16 StartPage: 6143 Subjects: – SubjectFull: Cryptography Type: general – SubjectFull: MP3 (Audio coding standard) Type: general – SubjectFull: Markov processes Type: general – SubjectFull: Computational complexity Type: general – SubjectFull: Feature extraction Type: general Titles: – TitleFull: Steganalysis of MP3Stego with low embedding-rate using Markov feature. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Jin, Chao – PersonEntity: Name: NameFull: Wang, Rangding – PersonEntity: Name: NameFull: Yan, Diqun IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 03 Text: Mar2017 Type: published Y: 2017 Identifiers: – Type: issn-print Value: 13807501 Numbering: – Type: volume Value: 76 – Type: issue Value: 5 Titles: – TitleFull: Multimedia Tools & Applications Type: main |
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