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@@ -7,7 +7,7 @@ A Unified Benchmark and Toolbox for Multimodal Jailbreak Attack–Defense Evalua
| No. | Title | Type | Venue | Paper | Code |
|:---|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----:|:---:|:-----------|:-----------|
| 1 | Jailguard: A universal detection framework for llm prompt-based attacks | 1 | arXiv | [paper link](https://arxiv.org/pdf/2312.10766) | [code link](https://github.com/shiningrain/JailGuard) |
| 2 | Mllm-protector: Ensuring mllm's safety without hurting performance | 1 | arXiv | [paper link](https://arxiv.org/pdf/2401.02906) | [code link](https://github.com/pipilurj/MLLM-protector) |
| 2 | Mllm-protector: Ensuring mllm's safety without hurting performance | 1 | EMNLP 2024 | [paper link](https://arxiv.org/pdf/2401.02906) | [code link](https://github.com/pipilurj/MLLM-protector) |
| 3 | Eyes closed, safety on: Protecting multimodal llms via image-to-text transformation | 1 | ECCV 2024 | [paper link](https://arxiv.org/pdf/2403.09572) | [code link](https://gyhdog99.github.io/projects/ecso/) |
| 4 | Shieldlm: Empowering llms as aligned, customizable and explainable safety detectors | 1 | EMNLP 2024 | [paper link](https://arxiv.org/pdf/2402.16444) | [code link](https://github.com/thu-coai/ShieldLM) |
| 5 | Adashield: Safeguarding multimodal large language models from structure-based attack via adaptive shield prompting | 1 | ECCV 2024 | [paper link](https://link.springer.com/content/pdf/10.1007/978-3-031-72661-3_5.pdf) | [code link](https://github.com/SaFoLab-WISC/AdaShield)|