diff --git a/README.md b/README.md
index 535fe2e..e5c63ce 100644
--- a/README.md
+++ b/README.md
@@ -525,14 +525,13 @@ Please cite deepface in your publications if it helps your research.
   <summary>S. Serengil and A. Ozpinar, <b>"CipherFace: A Fully Homomorphic Encryption-Driven Framework for Secure Cloud-Based Facial Recognition"</b>, arXiv preprint arXiv: 2502.18154, 2025.</summary>
   
   ```BibTeX
-  @misc{serengil2025cipherface,
-    title     = {CipherFace: A Fully Homomorphic Encryption-Driven Framework for Secure Cloud-Based Facial Recognition}, 
-    author    = {Serengil, Sefik and Ozpinar, Alper},
-    year      = {2025},
-    publisher = {arXiv},
-    url       = {https://arxiv.org/abs/2502.18514},
-    doi       = {10.48550/arXiv.2502.18514}
-  }
+@article{serengil2025cipherface,
+  title={CipherFace: A Fully Homomorphic Encryption-Driven Framework for Secure Cloud-Based Facial Recognition},
+  author={Serengil, Sefik and Ozpinar, Alper},
+  journal={arXiv preprint arXiv:2502.18514},
+  note={doi: 10.48550/arXiv.2502.18514. [Online]. Available: \url{https://arxiv.org/abs/2502.18514}},
+  year={2025}
+}
   ```
 </details>