Wave Atoms Based Image Authentication Using Slepian-Wolf Coding

Junwei Zhou; Fang Liu; Jianyong Chen; Lee-Ming Cheng; Yanchao Yang; Pengfei Duan

doi:10.1109/DCIT.2015.20

Wave Atoms Based Image Authentication Using Slepian-Wolf Coding

Junwei Zhou, Fang Liu^*, Jianyong Chen, Lee-Ming Cheng, Yanchao Yang, Pengfei Duan

^*Corresponding author for this work

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Abstract

To reduce the size of hash code and enhance the security of wave atoms based image authentication system, a Slepian-Wolf (SW) code is employed to encode the hash code. With the help of a legitimately modified image, the comprebed hash code could be correctly decoded while the decoding will be failed with the help of a maliciously attacked image. Therefore, the SW code could provide a desired robustneb to image authentication. Simulation results indicate that the proposed scheme provides a better performance with leb hash code than the existed approach. Moreover, the proposed scheme outperforms the random projection based approach in terms of authentication accuracy and data size.

Original language	English
Title of host publication	Proceedings - 2015 2nd International Symposium on Dependable Computing and Internet of Things, DCIT 2015
Publisher	IEEE
Pages	87-92
ISBN (Print)	9781509002900
DOIs	https://doi.org/10.1109/DCIT.2015.20
Publication status	Published - 15 Mar 2016
Externally published	Yes
Event	2nd International Symposium on Dependable Computing and Internet of Things, DCIT 2015 - Wuhan, Hubei, China Duration: 16 Nov 2015 → 19 Nov 2015

Conference

Conference	2nd International Symposium on Dependable Computing and Internet of Things, DCIT 2015
Place	China
City	Wuhan, Hubei
Period	16/11/15 → 19/11/15

Research Keywords

Image authentication
Perceptual hashing
Slepian-Wolf coding
Wave atoms

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10.1109/DCIT.2015.20

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@inproceedings{ea9c5856da8b4cb4a6fe2b5fd660f362,

title = "Wave Atoms Based Image Authentication Using Slepian-Wolf Coding",

abstract = "To reduce the size of hash code and enhance the security of wave atoms based image authentication system, a Slepian-Wolf (SW) code is employed to encode the hash code. With the help of a legitimately modified image, the comprebed hash code could be correctly decoded while the decoding will be failed with the help of a maliciously attacked image. Therefore, the SW code could provide a desired robustneb to image authentication. Simulation results indicate that the proposed scheme provides a better performance with leb hash code than the existed approach. Moreover, the proposed scheme outperforms the random projection based approach in terms of authentication accuracy and data size.",

keywords = "Image authentication, Perceptual hashing, Slepian-Wolf coding, Wave atoms",

author = "Junwei Zhou and Fang Liu and Jianyong Chen and Lee-Ming Cheng and Yanchao Yang and Pengfei Duan",

year = "2016",

month = mar,

day = "15",

doi = "10.1109/DCIT.2015.20",

language = "English",

isbn = "9781509002900",

pages = "87--92",

booktitle = "Proceedings - 2015 2nd International Symposium on Dependable Computing and Internet of Things, DCIT 2015",

publisher = "IEEE",

address = "United States",

note = "2nd International Symposium on Dependable Computing and Internet of Things, DCIT 2015 ; Conference date: 16-11-2015 Through 19-11-2015",

}

Zhou, J, Liu, F, Chen, J, Cheng, L-M, Yang, Y & Duan, P 2016, Wave Atoms Based Image Authentication Using Slepian-Wolf Coding. in Proceedings - 2015 2nd International Symposium on Dependable Computing and Internet of Things, DCIT 2015., 7434474, IEEE, pp. 87-92, 2nd International Symposium on Dependable Computing and Internet of Things, DCIT 2015, Wuhan, Hubei, China, 16/11/15. https://doi.org/10.1109/DCIT.2015.20

Wave Atoms Based Image Authentication Using Slepian-Wolf Coding. / Zhou, Junwei; Liu, Fang; Chen, Jianyong et al.
Proceedings - 2015 2nd International Symposium on Dependable Computing and Internet of Things, DCIT 2015. IEEE, 2016. p. 87-92 7434474.

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

TY - GEN

T1 - Wave Atoms Based Image Authentication Using Slepian-Wolf Coding

AU - Zhou, Junwei

AU - Liu, Fang

AU - Chen, Jianyong

AU - Cheng, Lee-Ming

AU - Yang, Yanchao

AU - Duan, Pengfei

PY - 2016/3/15

Y1 - 2016/3/15

N2 - To reduce the size of hash code and enhance the security of wave atoms based image authentication system, a Slepian-Wolf (SW) code is employed to encode the hash code. With the help of a legitimately modified image, the comprebed hash code could be correctly decoded while the decoding will be failed with the help of a maliciously attacked image. Therefore, the SW code could provide a desired robustneb to image authentication. Simulation results indicate that the proposed scheme provides a better performance with leb hash code than the existed approach. Moreover, the proposed scheme outperforms the random projection based approach in terms of authentication accuracy and data size.

AB - To reduce the size of hash code and enhance the security of wave atoms based image authentication system, a Slepian-Wolf (SW) code is employed to encode the hash code. With the help of a legitimately modified image, the comprebed hash code could be correctly decoded while the decoding will be failed with the help of a maliciously attacked image. Therefore, the SW code could provide a desired robustneb to image authentication. Simulation results indicate that the proposed scheme provides a better performance with leb hash code than the existed approach. Moreover, the proposed scheme outperforms the random projection based approach in terms of authentication accuracy and data size.

KW - Image authentication

KW - Perceptual hashing

KW - Slepian-Wolf coding

KW - Wave atoms

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U2 - 10.1109/DCIT.2015.20

DO - 10.1109/DCIT.2015.20

M3 - RGC 32 - Refereed conference paper (with host publication)

SN - 9781509002900

SP - 87

EP - 92

BT - Proceedings - 2015 2nd International Symposium on Dependable Computing and Internet of Things, DCIT 2015

PB - IEEE

T2 - 2nd International Symposium on Dependable Computing and Internet of Things, DCIT 2015

Y2 - 16 November 2015 through 19 November 2015

ER -

Wave Atoms Based Image Authentication Using Slepian-Wolf Coding

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