diff --git a/CHANGELOG.md b/CHANGELOG.md
index d04177a3..df2a8a54 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,6 +8,8 @@ changelog does not include internal changes that do not affect the user.
 
 ## [Unreleased]
 
+## [0.18.1] - 2026-10-31
+
 ### Fixed
 
 - Fixed `Krum` and `KrumWeighting` ranking rows by sums of Euclidean distances instead of
diff --git a/pyproject.toml b/pyproject.toml
index 49eb5a9a..e0d232f7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "torchjd"
-version = "0.18.0"
+version = "0.18.1"
 description = "Library for Jacobian Descent with PyTorch."
 readme = "README.md"
 authors = [