diff --git a/docs/learn/whitepaper.md b/docs/learn/whitepaper.md
index c3a9356..83fd39f 100644
--- a/docs/learn/whitepaper.md
+++ b/docs/learn/whitepaper.md
@@ -42,7 +42,7 @@ Zarcanum, a Proof-of-Stake scheme for transaction with hidden amounts
Extension for the CLSAG (Concise Linkable Spontaneous Anonymous Group Signatures)
-[https://eprint.iacr.org/2025/1513](https://eprint.iacr.org/2025/1513)
+[https://eprint.iacr.org/2025/2335](https://eprint.iacr.org/2025/2335)