Table 12.
Complementary role of SME or MVC-NNT under TextFloor (TF), TextBugger (TB), DeepWordBug (DW), and Probability Weighted Word Saliency (PS) attacks.
| Dataset | MR | HS | CB | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Attack | TF | TB | DW | PS | TF | TB | DW | PS | TF | TB | DW | PS |
| Basic model | 0.02 | 0.10 | 0.08 | 0.13 | 0.13 | 0.30 | 0.27 | 0.19 | 0.36 | 0.62 | 0.31 | 0.50 |
| Only SME | 0.32 | 0.30 | 0.17 | 0.28 | 0.57 | 0.50 | 0.36 | 0.42 | 0.35 | 0.43 | 0.52 | 0.64 |
| Only MVC-NNT | 0.65 | 0.39 | 0.64 | 0.35 | 0.27 | 0.24 | 0.25 | 0.42 | 0.67 | 0.59 | 0.32 | 0.55 |
| Final Model | 0.79 | 0.64 | 0.92 | 0.58 | 0.68 | 0.65 | 0.82 | 0.60 | 0.85 | 0.74 | 0.85 | 0.80 |
Significant values are in bold and underline.