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. 2024 Mar 17;14:6420. doi: 10.1038/s41598-024-56259-z

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.