Table 13 Comparison of image quality metrics with SOTA using Tiny-ImageNet dataset.

From: A deep learning-driven multi-layered steganographic approach for enhanced data security

Method

MSE

PSNR (dB)

SSIM (%)

Traditional LSB

8.42

54.32

92.45

CNN-based27

6.18

58.74

95.63

GAN-based30

5.93

59.12

96.21

Proposed Method

4.30

61.80

99.99

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