Papers by Runpeng Geng
PIArena: A Platform for Prompt Injection Evaluation (2026.acl-long)
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| Challenge: | OWASP identifies prompt injection as the top-1 security risk for large language models (LLMs). |
| Approach: | They propose a unified platform for prompt injection evaluation that integrates state-of-the-art attacks and defenses into a platform. |
| Outcome: | The proposed attack exploits state-of-the-art defenses and generalizes them on diverse datasets and attacks. |