Papers by G Shahariar
Adversarial Attacks on Parts of Speech: An Empirical Study in Text-to-Image Generation (2024.findings-emnlp)
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| Challenge: | Recent studies show that text-to-image models are vulnerable to adversarial perturbations . |
| Approach: | They investigate the impact of adversarial attacks on different POS tags within text prompts on T2I models. |
| Outcome: | The proposed model is vulnerable to adversarial perturbations with noun perturbations in text prompts. |