Detecting LSB matching by applying calibration technique for difference image

Xiaolong Li; Tieyong ZENG; Bin Yang

doi:10.1145/1411328.1411353

Detecting LSB matching by applying calibration technique for difference image

Xiaolong Li, Tieyong ZENG, Bin Yang^*

^*Corresponding author for this work

Department of Mathematics

Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

45 Citations (Scopus)

Abstract

In this paper, we investigate the calibration technique used in steganalysis of LSB matching. Instead of working on the original image, we propose to calculate the calibration-based detectors (e.g. Calibrated HCF COM) on the difference image, which is defined as the difference of the adjacent pixels of an image. The theoretical reliability of the new detectors is carefully studied. Moreover, several practical observations for enhancing the detectability are also given. The extensive experimental results clearly illustrate that the new detectors outperform the previous. Indeed, the new ones perform well even when the embedding rate is low.

Original language	English
Title of host publication	MM and Sec'08
Subtitle of host publication	Proceedings of the 10th ACM Workshop on Multimedia and Security
Pages	133-138
Number of pages	6
DOIs	https://doi.org/10.1145/1411328.1411353
Publication status	Published - 2008
Event	MM and Sec'08: 10th ACM Workshop on Multimedia and Security - Oxford, United Kingdom Duration: 22 Sept 2008 → 23 Sept 2008

Publication series

Name	MM and Sec'08: Proceedings of the 10th ACM Workshop on Multimedia and Security

Conference

Conference	MM and Sec'08: 10th ACM Workshop on Multimedia and Security
Country/Territory	United Kingdom
City	Oxford
Period	22/09/08 → 23/09/08

Scopus Subject Areas

Computer Graphics and Computer-Aided Design
Computer Networks and Communications
Computer Science Applications

User-Defined Keywords

Calibration
Difference image
LSB Matching
Steganalysis

Access to Document

10.1145/1411328.1411353

Cite this

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title = "Detecting LSB matching by applying calibration technique for difference image",

abstract = "In this paper, we investigate the calibration technique used in steganalysis of LSB matching. Instead of working on the original image, we propose to calculate the calibration-based detectors (e.g. Calibrated HCF COM) on the difference image, which is defined as the difference of the adjacent pixels of an image. The theoretical reliability of the new detectors is carefully studied. Moreover, several practical observations for enhancing the detectability are also given. The extensive experimental results clearly illustrate that the new detectors outperform the previous. Indeed, the new ones perform well even when the embedding rate is low.",

keywords = "Calibration, Difference image, LSB Matching, Steganalysis",

author = "Xiaolong Li and Tieyong ZENG and Bin Yang",

year = "2008",

doi = "10.1145/1411328.1411353",

language = "English",

isbn = "9781605580586",

series = "MM and Sec'08: Proceedings of the 10th ACM Workshop on Multimedia and Security",

pages = "133--138",

booktitle = "MM and Sec'08",

}

Li, X, ZENG, T & Yang, B 2008, Detecting LSB matching by applying calibration technique for difference image. in MM and Sec'08: Proceedings of the 10th ACM Workshop on Multimedia and Security. MM and Sec'08: Proceedings of the 10th ACM Workshop on Multimedia and Security, pp. 133-138, MM and Sec'08: 10th ACM Workshop on Multimedia and Security, Oxford, United Kingdom, 22/09/08. https://doi.org/10.1145/1411328.1411353

Detecting LSB matching by applying calibration technique for difference image. / Li, Xiaolong; ZENG, Tieyong; Yang, Bin.
MM and Sec'08: Proceedings of the 10th ACM Workshop on Multimedia and Security. 2008. p. 133-138 (MM and Sec'08: Proceedings of the 10th ACM Workshop on Multimedia and Security).

Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

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AU - Li, Xiaolong

AU - ZENG, Tieyong

AU - Yang, Bin

PY - 2008

Y1 - 2008

N2 - In this paper, we investigate the calibration technique used in steganalysis of LSB matching. Instead of working on the original image, we propose to calculate the calibration-based detectors (e.g. Calibrated HCF COM) on the difference image, which is defined as the difference of the adjacent pixels of an image. The theoretical reliability of the new detectors is carefully studied. Moreover, several practical observations for enhancing the detectability are also given. The extensive experimental results clearly illustrate that the new detectors outperform the previous. Indeed, the new ones perform well even when the embedding rate is low.

AB - In this paper, we investigate the calibration technique used in steganalysis of LSB matching. Instead of working on the original image, we propose to calculate the calibration-based detectors (e.g. Calibrated HCF COM) on the difference image, which is defined as the difference of the adjacent pixels of an image. The theoretical reliability of the new detectors is carefully studied. Moreover, several practical observations for enhancing the detectability are also given. The extensive experimental results clearly illustrate that the new detectors outperform the previous. Indeed, the new ones perform well even when the embedding rate is low.

KW - Calibration

KW - Difference image

KW - LSB Matching

KW - Steganalysis

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DO - 10.1145/1411328.1411353

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T3 - MM and Sec'08: Proceedings of the 10th ACM Workshop on Multimedia and Security

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Y2 - 22 September 2008 through 23 September 2008

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Detecting LSB matching by applying calibration technique for difference image

Abstract

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Scopus Subject Areas

User-Defined Keywords

Access to Document

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