Update README.md

README.md

@@ -11,4 +11,11 @@ license: mit
 short_description: XTransferBench Demo for UAP Linf
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP
+<div align="center">
+  <a href="https://arxiv.org/abs/2505.05528" target="_blank"><img src="https://img.shields.io/badge/arXiv-b5212f.svg?logo=arxiv" alt="arXiv"></a>
+</div>
+
+Demo for ICML2025 paper ["X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP"](https://arxiv.org/abs/2505.05528)
+
+Code: https://github.com/HanxunH/XTransferBench