Papers by Salijona Dyrmishi
How do humans perceive adversarial text? A reality check on the validity and naturalness of word-based adversarial attacks (2023.acl-long)
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| Challenge: | Existing text adversarial attacks are impractical in real-world scenarios where humans are involved. |
| Approach: | They have surveyed 378 human participants about the perceptibility of text adversarial examples produced by state-of-the-art methods. |
| Outcome: | The proposed methods ignore the property of imperceptibility or study it under limited conditions. |