Towards Evaluating the Robustness of Chinese BERT Classifiers
Table 2. Attack success rates on Chinese BERT-based classifier for two datasets.
['Dataset', 'Original Acc', 'c/\\kappa', 'AdvChar (untargeted) 5/5', 'AdvChar (untargeted) 10/5', 'AdvChar (untargeted) 10/10', 'AdvChar (targeted) 5/5', 'AdvChar (targeted) 10/5', 'AdvChar (targeted) 10/10', 'Baseline (untargeted)']
Results. We perform our char-level adversarial attack on BERT-based classifiers for two datasets in both targeted and untargeted attack scenarios.