, Steganography and steganalysis through these ages, p.131
, , p.133
, The prisoner's problem (steganography/steganalysis), p.137
,
, Color Channel Correlation and Geometric Steganalysis
, This chapter describes our steganalysis method for color images by extracting features using color channel correlation and geometric mirror transformations. Contents 9
,
, 162 contains the experimental results of our proposed method. We illustrate these results in Table 9.2. S-UNIWARD, WOW and Synch-HILL methods were tested with different relative payloads {0
, The Color Rich Model method [GFC14] is less efficient because it achieved respectively 86.14%, 85.27% and 85.25% detection. Also, the CFA-aware features method [GF15] is less efficient because it achieved respectively 87.61%, 87.04% and 87.42% detection rates. Close to the CFA-aware features method
, Additionally, as shown in Table 9, vol.2
, For the same payloads range, the Color Rich Model method [GFC14] is less efficient because it achieved respectively 86.14%, 85.27% and 85.25% detection rates on the same test samples. Also, as shown in Table 9.2, our proposed second method, that uses the sine and cosine of the gradients angle, achieved higher performance than CFA-aware features steganalysis method [GF15]; by registering 88.76%, 87.93% and 88.07% detection rates for S-UNIWARD, WOW and synch-HILL respectively with the payload 0.5 bpc. The CFA-aware features steganalysis method, by registering 87.54%, 86.63% and 86.77% detection rates for
, WOW and (c) synch-HILL steganography methods, illustrate the comparison between the proposed second method and the compared methods. As a result, the average testing error of the proposed second method is less than the first proposition, the Color Rich Model and CFA-aware features method, Moreover, curves in Fig.9.6 (a) S-UNIWARD, (b)
, In this case, the detection rate becomes higher than the same payload distributed equally between the three color channels. Table 9.3 illustrates the comparison of detection rates between the S-UNIWARD, WOW and synch-HILL methods with payloads 0.2 bpc and 0.4 bpc embedded in one channel only and in the three channels separately. Fig. 9.7 (a), (b) and detect the synchronize inter-channel than Color Rich Model method, Another experiment involved embedding the entire payload in only one channel of the color image, i.e. with payload 0.2 bpc and 0.4 bpc in the green channel only
, Steganalysis Based on Steerable Gaussian Filter This chapter description the proposed method digital image steganalysis based on steerable Gaussian filter. Contents 10.1 Introduction
, 170 10.3.1 Performance of our proposed method
,
, Ce chapitre souligne brièvement la motivation et les objectifs de cette thèse. Contents 12.1 Introduction
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