Papers with prompt injection attack
WebInject: Prompt Injection Attack to Web Agents (2025.emnlp-main)
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| Challenge: | Despite advanced capabilities of MLLMs, prompt injection attacks remain vulnerable to emerging security and safety threats. |
| Approach: | They propose a prompt injection attack that manipulates webpage environment to induce web agent to perform attacker-specified action. |
| Outcome: | The proposed attack outperforms baselines on multiple datasets and is highly effective. |