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2016 | OriginalPaper | Chapter

Multiple MP3 Compression Detection Based on the Statistical Properties of Scale Factors

Authors : Jinglei Zhou, Rangding Wang, Chao Jin, Diqun Yan

Published in: Digital-Forensics and Watermarking

Publisher: Springer International Publishing

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Abstract

MP3 audio is one of the most popular audio formats, and it is easy to be tampered. By revealing the historical traces of the audio compression, it could be speculated effectively whether the suspicious MP3 audio has been tampered or not. Scale factor is an important parameter in MP3 encoding. In this paper, the variation law of the scale factor with various times of the compression is discovered by analyzing its statistical properties. The proposed method can be applied to detect multiple compression operations when the bit rates of the second and third compression are the same. The experimental results show that the proposed approach has good performance and higher accuracy with respect to the state-of-art.

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Literature
1.
go back to reference Pasquini, C., Boato, G., et al.: Multiple JPEG compression detection by means of Benford-Fourier coefficients. In: IEEE International Workshop on Information Forensics and Security (WIFS), pp. 113–118, Atlanta, USA (2014) Pasquini, C., Boato, G., et al.: Multiple JPEG compression detection by means of Benford-Fourier coefficients. In: IEEE International Workshop on Information Forensics and Security (WIFS), pp. 113–118, Atlanta, USA (2014)
2.
go back to reference Milani, S., Tagliasacchi, M., Tubaro, S.: Discriminating multiple JPEG compression using first digit features. In: IEEE International Conference on Acoustics, Speech, and Signal Processing, pp. 2253–2256, Kyoto, Japan (2012) Milani, S., Tagliasacchi, M., Tubaro, S.: Discriminating multiple JPEG compression using first digit features. In: IEEE International Conference on Acoustics, Speech, and Signal Processing, pp. 2253–2256, Kyoto, Japan (2012)
3.
go back to reference Milani, S., Bestagini, P., Tagliasacchi, M., Tubaro, S.: Multiple compression detection for video sequences. In: IEEE International Conference on Multimedia Signal Processing (MMSP), pp. 112–117, Banff, England (2012) Milani, S., Bestagini, P., Tagliasacchi, M., Tubaro, S.: Multiple compression detection for video sequences. In: IEEE International Conference on Multimedia Signal Processing (MMSP), pp. 112–117, Banff, England (2012)
4.
go back to reference Chu, X., Chen, Y., Stamm, M.C., Liu, K.J.R.: Information theoretical limit of compression forensics. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 2689–2693, Florence, Italy (2014) Chu, X., Chen, Y., Stamm, M.C., Liu, K.J.R.: Information theoretical limit of compression forensics. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 2689–2693, Florence, Italy (2014)
5.
go back to reference D’Alessandro, B., Shi, Y.Q.: MP3 bit rate quality detection through frequency spectrum analysis. In: Proceedings of the 11th ACM Workshop on Multimedia and Security, pp. 57–61, New York, USA (2009) D’Alessandro, B., Shi, Y.Q.: MP3 bit rate quality detection through frequency spectrum analysis. In: Proceedings of the 11th ACM Workshop on Multimedia and Security, pp. 57–61, New York, USA (2009)
6.
go back to reference Liu, Q.Z., Sung, A.H., Qiao, M.Y.: Detection of double MP3 compression. Cogn. Comput. 2(4), 291–296 (2010)CrossRef Liu, Q.Z., Sung, A.H., Qiao, M.Y.: Detection of double MP3 compression. Cogn. Comput. 2(4), 291–296 (2010)CrossRef
7.
go back to reference Qiao, M.Y., Sung, A.H., Liu, Q.Z.: Improved detection of MP3 double compression using content-independent features. In: Signal Processing, Communication and Computing (ICSPCC), pp. 1–4, Kun Ming, China (2013) Qiao, M.Y., Sung, A.H., Liu, Q.Z.: Improved detection of MP3 double compression using content-independent features. In: Signal Processing, Communication and Computing (ICSPCC), pp. 1–4, Kun Ming, China (2013)
8.
go back to reference Bianchi, T., De Rosa, A., et al.: Detection and classification of double compressed MP3 audio tracks. In: Proceedings of the First ACM Workshop on Information Hiding and Multimedia Security, pp. 159–164, New York, USA (2013) Bianchi, T., De Rosa, A., et al.: Detection and classification of double compressed MP3 audio tracks. In: Proceedings of the First ACM Workshop on Information Hiding and Multimedia Security, pp. 159–164, New York, USA (2013)
10.
go back to reference Ma, P., Wang, R., Yan, D., Jin, C.: A Huffman table index based approach to detect double MP3 compression. In: Shi, Y.Q., Kim, H.-J., Pérez-González, F. (eds.) IWDW 2013. LNCS, vol. 8389, pp. 258–272. Springer, Heidelberg (2014) Ma, P., Wang, R., Yan, D., Jin, C.: A Huffman table index based approach to detect double MP3 compression. In: Shi, Y.Q., Kim, H.-J., Pérez-González, F. (eds.) IWDW 2013. LNCS, vol. 8389, pp. 258–272. Springer, Heidelberg (2014)
11.
go back to reference Ma, P.F., Wang, R.D., Yan, D.Q., Jin, C.: Detecting double compression MP3 with the same bit-rate. J. Softw. 9(10), 2522–2527 (2014)CrossRef Ma, P.F., Wang, R.D., Yan, D.Q., Jin, C.: Detecting double compression MP3 with the same bit-rate. J. Softw. 9(10), 2522–2527 (2014)CrossRef
12.
go back to reference Information technology - coding of moving pictures and associated audio for digital storage media up to about 1.5 mbit/s – part 3: audio. ISO/IEC International Standard IS 11172-3 (1993) Information technology - coding of moving pictures and associated audio for digital storage media up to about 1.5 mbit/s – part 3: audio. ISO/IEC International Standard IS 11172-3 (1993)
13.
go back to reference Gao, Z.H., Wei, G.: The core of technology of the broadband MP3 audio compression. Electroacoust. Technol. 9(5), 9–13 (2000) Gao, Z.H., Wei, G.: The core of technology of the broadband MP3 audio compression. Electroacoust. Technol. 9(5), 9–13 (2000)
15.
go back to reference Chang, C.C., Lin, C.J.: LIBSVM: a library for support vector machines. ACM Trans. Intell. Syst. Technol. (TIST) 2(3), 27 (2011) Chang, C.C., Lin, C.J.: LIBSVM: a library for support vector machines. ACM Trans. Intell. Syst. Technol. (TIST) 2(3), 27 (2011)
Metadata
Title
Multiple MP3 Compression Detection Based on the Statistical Properties of Scale Factors
Authors
Jinglei Zhou
Rangding Wang
Chao Jin
Diqun Yan
Copyright Year
2016
DOI
https://doi.org/10.1007/978-3-319-31960-5_5

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