A Survey on Adversarial Attack in the Age of Artificial Intelligence

Table 7

Common datasets for text adversarial attack.

Type of dataset	Data source	Application instances
Publicly accessible dataset	AG’s news; SST	Ebrahimi et al. 2018 [26]; Sato et al. 2018 [103]
	IMDB	Gao et al.2018 [28]; Zhang et al. 2020 [104]; Zang et al. 2020 [60]; Li et al. 2019 [105]; Neekhara et al. 2018 [104]
	SNLI	Zhang et al. 2020 [104]; Zang et al. 2020 [60]
	SST-2	Zang et al. 2020 [60]
	Enron spam emails	Gao et al. 2018 [28]
	Rotten Tomatoes Movie Reviews	Li et al. 2019 [105]
	DUC2003; DUC2004; IGAWORD	Cheng et al. 2020 [58]
	Sogou News; DBPedia; Yahoo! Answers; Amazon Review	Sato et al. 2018 [103]
Commercial dataset	Kaggle	Li et al. 2019 [105]