Research Article

Learning to Discriminate Adversarial Examples by Sensitivity Inconsistency in IoHT Systems

Table 1

Summary for datasets. #train, #dev, and #test count the number of texts in the train/dev/test set, respectively, #avg length is the average length of all the texts for each dataset, and #classes is the number of classes.

Dataset#train#dev#test#avg length#classesTask

IMDB23,0002,00025,0002682Sentiment analysis
AG’s news1,08,00012,0007,600434News classification
Yelp5,00,00060,00038,0001522Online reviews