Research Article
Learning to Discriminate Adversarial Examples by Sensitivity Inconsistency in IoHT Systems
Table 8
Performance of detector on different datasets.
| Dataset | BERT + Deepwordbug | LSTM + TextFooler | Recall (%) | F1-score (%) | Recall (%) | F1-score (%) |
| IMDB | 94.2 | 94.8 | 97.2 | 96.4 | AG’s news | 85.0 | 85.6 | 96.2 | 91.2 | Yelp | 90.1 | 92 | 95.5 | 93.4 | SST-2 | 81.2 | 84.3 | 87.6 | 89.1 |
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