Research Article
Lightweight AAC Audio Steganalysis Model Based on ResNeXt
Table 2
Comparison of detection results of traditional steganalysis methods.
| Steganalysis method | Steganography algorithm | Accuracy (%) | 0.1 | 0.2 | 0.3 | 0.5 | 1.0 |
| Our model—LARXNet | MIN | 98.65 | 99.05 | 99.12 | 99.34 | 99.90 | SIGN | 94.27 | 96.65 | 98.54 | 99.12 | 99.87 | HCM | 85.50 | 91.65 | 95.13 | 96.85 | 99.55 |
| MDI2 | MIN | 56.12 | 64.35 | 75.12 | 86.43 | 97.66 | SIGN | 54.83 | 62.47 | 68.45 | 71.55 | 74.48 | HCM | 57.84 | 63.23 | 69.20 | 78.57 | 92.60 |
| JPBC | MIN | 63.25 | 74.52 | 81.45 | 92.38 | 99.92 | SIGN | 55.81 | 57.42 | 61.42 | 65.07 | 76.08 | HCM | 62.79 | 73.02 | 80.05 | 91.69 | 99.35 |
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