Linguistic Steganography on GPT-2
0Avg KLD (bits/token)Multinomial sampling
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Multinomial sampling2026.04 | 0 | 0 | — | 5.86 | — | — | |
| iMEC2026.04 | 0 | 0 | 4.16 | 5.83 | 71.44 | 27.3 | |
| Discopsorting=without sort2026.04 | 0 | 0 | 2.31 | 5.9 | 39.31 | 218.34 | |
| Discopsorting=with sort2026.04 | 0 | 0 | 5.58 | 5.86 | 95.17 | 44.3 | |
| SparSamp2026.04 | 0 | 0 | 5.74 | 5.93 | 96.76 | 1,267.82 | |
| RRC steganography2026.04 | 0 | 0 | 5.93 | 5.93 | 99.98 | 1,554.66 | |
| ADG2026.04 | 0.0002 | 0.0016 | 4.81 | 5.89 | 81.6 | 36.45 | |
| AC2026.04 | 0.002 | 0.0301 | 5.86 | 5.87 | 99.83 | 1,025.36 | |
| Meteorsorting=with sort2026.04 | 0.0411 | 0.116 | 4.77 | 5.81 | 82.08 | 25.25 | |
| Meteorsorting=without sort2026.04 | 0.0422 | 0.116 | 4.17 | 5.79 | 71.96 | 950.27 |