Generalised category attack-improving histogram-based attack on JPEG LSB embedding

Kwangsoo Lee; Andreas Westfeld; Sangjin Lee

doi:10.1007/978-3-540-77370-2_25

Generalised category attack-improving histogram-based attack on JPEG LSB embedding

Kwangsoo Lee, Andreas Westfeld, Sangjin Lee

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

26 Citations (Scopus)

Abstract

We present a generalised and improved version of the category attack on LSB steganography in JPEG images with straddled embedding path. It detects more reliably low embedding rates and is also less disturbed by double compressed images. The proposed methods are evaluated on several thousand images. The results are compared to both recent blind and specific attacks for JPEG embedding. The proposed attack permits a more reliable detection, although it is based on first order statistics only. Its simple structure makes it very fast.

Original language	English
Title of host publication	Information Hiding - 9th International Workshop, IH 2007, Revised Selected Papers
Pages	378-391
Number of pages	14
DOIs	https://doi.org/10.1007/978-3-540-77370-2_25
Publication status	Published - 2007
Event	9th International Workshop on Information Hiding, IH 2007 - Saint Malo, France Duration: 2007 Jun 11 → 2007 Jun 13

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	4567 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	9th International Workshop on Information Hiding, IH 2007
Country/Territory	France
City	Saint Malo
Period	07/6/11 → 07/6/13

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/978-3-540-77370-2_25

Cite this

Lee, K., Westfeld, A., & Lee, S. (2007). Generalised category attack-improving histogram-based attack on JPEG LSB embedding. In Information Hiding - 9th International Workshop, IH 2007, Revised Selected Papers (pp. 378-391). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4567 LNCS). https://doi.org/10.1007/978-3-540-77370-2_25

Generalised category attack-improving histogram-based attack on JPEG LSB embedding. / Lee, Kwangsoo; Westfeld, Andreas; Lee, Sangjin.
Information Hiding - 9th International Workshop, IH 2007, Revised Selected Papers. 2007. p. 378-391 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4567 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Lee, K, Westfeld, A & Lee, S 2007, Generalised category attack-improving histogram-based attack on JPEG LSB embedding. in Information Hiding - 9th International Workshop, IH 2007, Revised Selected Papers. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 4567 LNCS, pp. 378-391, 9th International Workshop on Information Hiding, IH 2007, Saint Malo, France, 07/6/11. https://doi.org/10.1007/978-3-540-77370-2_25

Lee K, Westfeld A, Lee S. Generalised category attack-improving histogram-based attack on JPEG LSB embedding. In Information Hiding - 9th International Workshop, IH 2007, Revised Selected Papers. 2007. p. 378-391. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-540-77370-2_25

Lee, Kwangsoo ; Westfeld, Andreas ; Lee, Sangjin. / Generalised category attack-improving histogram-based attack on JPEG LSB embedding. Information Hiding - 9th International Workshop, IH 2007, Revised Selected Papers. 2007. pp. 378-391 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{ff8089445ecc40afbe2c6aeb13c3264e,

title = "Generalised category attack-improving histogram-based attack on JPEG LSB embedding",

abstract = "We present a generalised and improved version of the category attack on LSB steganography in JPEG images with straddled embedding path. It detects more reliably low embedding rates and is also less disturbed by double compressed images. The proposed methods are evaluated on several thousand images. The results are compared to both recent blind and specific attacks for JPEG embedding. The proposed attack permits a more reliable detection, although it is based on first order statistics only. Its simple structure makes it very fast.",

author = "Kwangsoo Lee and Andreas Westfeld and Sangjin Lee",

year = "2007",

doi = "10.1007/978-3-540-77370-2_25",

language = "English",

isbn = "354077369X",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

pages = "378--391",

booktitle = "Information Hiding - 9th International Workshop, IH 2007, Revised Selected Papers",

note = "9th International Workshop on Information Hiding, IH 2007 ; Conference date: 11-06-2007 Through 13-06-2007",

}

TY - GEN

T1 - Generalised category attack-improving histogram-based attack on JPEG LSB embedding

AU - Lee, Kwangsoo

AU - Westfeld, Andreas

AU - Lee, Sangjin

PY - 2007

Y1 - 2007

N2 - We present a generalised and improved version of the category attack on LSB steganography in JPEG images with straddled embedding path. It detects more reliably low embedding rates and is also less disturbed by double compressed images. The proposed methods are evaluated on several thousand images. The results are compared to both recent blind and specific attacks for JPEG embedding. The proposed attack permits a more reliable detection, although it is based on first order statistics only. Its simple structure makes it very fast.

AB - We present a generalised and improved version of the category attack on LSB steganography in JPEG images with straddled embedding path. It detects more reliably low embedding rates and is also less disturbed by double compressed images. The proposed methods are evaluated on several thousand images. The results are compared to both recent blind and specific attacks for JPEG embedding. The proposed attack permits a more reliable detection, although it is based on first order statistics only. Its simple structure makes it very fast.

UR - http://www.scopus.com/inward/record.url?scp=49949111194&partnerID=8YFLogxK

U2 - 10.1007/978-3-540-77370-2_25

DO - 10.1007/978-3-540-77370-2_25

M3 - Conference contribution

AN - SCOPUS:49949111194

SN - 354077369X

SN - 9783540773696

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 378

EP - 391

BT - Information Hiding - 9th International Workshop, IH 2007, Revised Selected Papers

T2 - 9th International Workshop on Information Hiding, IH 2007

Y2 - 11 June 2007 through 13 June 2007

ER -

Generalised category attack-improving histogram-based attack on JPEG LSB embedding

Abstract

Publication series

Other

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this