diff --git a/requirements-test.txt b/requirements-test.txt
index 952c2d4146..c6194286e8 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -9,4 +9,4 @@ pandas==2.1.3 ; python_version >= '3.9'
 xgboost==2.0.3
 lightgbm==4.2.0
 catboost==1.2.2; python_version <= '3.11' # FIXME: Add as soon as 3.12 is supported
-shap==0.43.0; python_version <= '3.11' # FIXME: Add as soon as 3.12 is supported
+shap==0.44.0; python_version <= '3.11' # FIXME: Add as soon as 3.12 is supported