一种动态更新失真代价的自适应k隐写算法

汤光明; 边媛; 韦大伟; 高瞻瞻; 朱垚臻

doi:10.11999/JEIT160254

一种动态更新失真代价的自适应k隐写算法

doi: 10.11999/JEIT160254

基金项目:

国家自然科学基金(61303074)，信息保障技术重点实验室开放基金(KJ-14106)

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出版历程
- 收稿日期: 2016-03-17
- 修回日期: 2016-08-17
- 刊出日期: 2017-01-19

Adaptive k Steganography Based on Dynamic Updating Distortion Cost

Funds:

The National Natural Science Foundation of China (61303074), The Foundation of Science and Technology on Information Assurance Laboratory (KJ-14106)

摘要

摘要: 基于失真函数的自适应隐写技术在嵌入过程中，忽略了嵌入操作相互间的影响，隐写策略无法随载体统计特性的改变自适应地调节。考虑嵌入操作的交互影响，该文提出一种基于动态更新失真代价的k隐写算法。首先分析了中心像素与其邻域的相关性，理论证明了在4-邻域修改情况下中心像素的最优修改方式，进而提出了失真代价更新策略MDS(Modification Degree Strategy)；并结合该策略设计实现了一种自适应k隐写算法。实验表明，五元修改方式下算法UNIWARD-MDS(Pentary Version)在高嵌入率下(0.5~1.0 bpp)的抗SRM检测性优于S-UNIWARD(Pentary Version)，同时在抵抗maxSRMd2检测时不同嵌入率下均优于S-UNIWARD(Pentary Version)；三元修改方式下算法HILL-MDS和UNIWARD-MDS(Ternary Version)抗检测性能优于对应的自适应隐写算法HILL和S-UNIWARD(Ternary Version)。
- 信息安全 /
- 隐写 /
- 自适应隐写 /
- 动态更新失真代价
Abstract: Adaptive steganography ignores the interactive impact introduced by the embedding operation during the embedding operation. Considering the cross impact of the embedding operation, an adaptive k steganography is put forward based on the dynamic distortion cost updating strategy Modification Degree Strategy (MDS). First, the analysis is conducted to prove the optimizing modification of the central pixel under the condition of the neighborhoods modifications. Then the MDS of updating the distortion cost is presented to adjust the distortion cost according to the modification of neighborhood. Finally, the steganography scheme is proposed using the MDS. The experimental result illustrates that the UNIWARD-MDS (Pentary Version) has a better performance than S-UNIWARD (Pentary Version) at the embedding rate 0.5~1.0 bpp when resisting the steganalysis SRM. Meanwhile the UNIWARD-MDS (Pentary Version) is better than the S-UNIWARD (Pentary Version) at the embedding rate 0.05~1.0 bpp when resisting the maxSRMd2 detection. The HILL-MDS and UNIWARD-MDS (Ternary Version) perform better than the corresponding schemes HILL and S-UNIWARD (Ternary Version).
- Information security /
- Steganography /
- Adaptive steganography /
- Dynamic updating distortion cost

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参考文献(17)

韩涛, 祝跃飞. 基于 Canny 边缘检测的自适应空域隐写术[J]. 电子与信息学报, 2015, 37(5): 1266-1270. doi: 10.11999/ JEIT141121.

HAN Tao and ZHU Yuefei. Adaptive spatial steganography based on Cannys edge detection[J]. Journal of Electronics Information Technology, 2015, 37(5): 1266-1270. doi: 10. 11999/JEIT141121.

FILLER T, JUDAS J, and FRIDRICH J. Minimizing additive distortion in steganography using syndrome-trellis codes[J]. IEEE Transactions on Information Forensics and Security, 2011, 6(3): 920-935. doi: 10.1109/TIFS.2011. 2134094.

GUL G and KURUGOLLU F. A new methodology in steganalysis: Breaking highly undetectable steganograpy (HUGO)[J]. LNCS, 2011, 6958: 71-84.

PENVY T, BAS P, and FRIDRICH J. Steganalysis by subtractive pixel adjacency matrix[C]. Proceedings of the 11th ACM Multimedia and Security Workshop, Princeton, NJ, USA, September 2009: 75-84.

HOLUB V and FRIDRICH J. Designing steganographic distortion using directional filters[C]. Proceedings of the IEEE Workshop on Information Forensic and Security, Tenerife, Spain, 2012: 234-239.

HOLUB V and FRIDRICH J. Digital image steganography using universal distortion[C]. Proceedings of 1st ACM Workshop on Information Hiding and Multimedia Security, Montpellier, France, 2013: 59-68.

LI Bin, WANG Ming, HUANG Jiwu, et al. A new cost function for spatial image steganography[C]. Proceedings of the IEEE International Conference on Image Processing, Pairs, France, 2014: 4206-4210.

LI Bin, TAN Shunquan, WANG Ming, et al. Investigation on cost assignment in spatial image steganography[J]. IEEE Transactions on Information Forensics and Security, 2014, 9(8): 1264-1277. doi: 10.1109/TIFS.2014.2326954.

FILLER T and FRIDRICH J. Gibbs construction in steganography[J]. IEEE Transactions on Information Forensics and Security, 2010, 5(4): 705-720. doi: 10.1109/ TIFS.2010.2077629.

TOMAS Denmark and FRIDRICH J. Improving steganographic security by synchronizing the selection channel[C]. Proceedings of the 3rd ACM Workshop on Information Hiding and Multimedia Security, Portland, Oregon, USA, 2015: 5-14. doi: 10.1145/2756601.2756620.

LI Bin, WANG Ming, TAN Shunquan, et al. A strategy of clustering modification directions in spatial image steganography[J]. IEEE Transactions on Information Forensics and Security, 2015, 10(9): 1905-1917. doi: 10.1109/ TIFS.2434600.

BAS P and PENVY T. Break our steganographic system-the ins and outs of organizing BOSS[J]. LNCS, 2011, 6598: 59-70.

KODOVSKY J, FRIDRICH J, and HOLUB V. Ensemble classifiers for steganalysis of digital media[J]. IEEE Transactions on Information Forensics and Security, 2012, 7(2): 432-444. doi: 10.1109/TIFS.2011.2175919.

FRIDRICH J and KODOVSKY J. Rich models for steganalysis of digital images[J]. IEEE Transactions on Information Forensics and Security, 2012, 7(3): 868-882. doi: 10.1109/TIFS.2012.2190402.

FRIDRICH J. Content-adaptive pentary steganography using the multivariate generalized gaussian cover model[C]. Proceeding of SPIE-The International Society for Optical Engineering, San Francisco, CA, USA, 2015, 9409: 94090H- 94090H-13.

TOMAS Denmark, SEDIGHI V, HOLUB V, et al. Selection-channel-aware rich model for steganalysis of digital images[C]. IEEE International Workshop on Information Forensics and Security (WIFS), Atlanta, CA, USA, 2014: 48-53.

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