Review Article

Text Adversarial Attacks and Defenses: Issues, Taxonomy, and Perspectives

Table 5

Categories of adversarial defenses.

Deep learning deploymentDefense strategiesRelative work

Detecting adversarial examplesLocal trigger detection[27, 134140]
Universal trigger detection[6, 141, 142]

Enhancement training phaseAdversarial training[7, 77, 83, 143154]
Robust encoding[154157]
Computing robust lower bounds[158165]