Update README.md

README.md

@@ -33,3 +33,15 @@ pairs = [
 ]
 scores = model.predict(pairs)
 print(scores)
+```
+
+# Reference
+
+```
+@article{aghaei2025securebert,
+  title={SecureBERT 2.0: Advanced Language Model for Cybersecurity Intelligence},
+  author={Aghaei, Ehsan and Jain, Sarthak and Arun, Prashanth and Sambamoorthy, Arjun},
+  journal={arXiv preprint arXiv:2510.00240},
+  year={2025}
+}
+```