diff --git a/sdks/python/container/ml/py311/base_image_requirements.txt b/sdks/python/container/ml/py311/base_image_requirements.txt
index f078095f6948..9aaf429ce703 100644
--- a/sdks/python/container/ml/py311/base_image_requirements.txt
+++ b/sdks/python/container/ml/py311/base_image_requirements.txt
@@ -231,7 +231,7 @@ urllib3==2.6.3
 virtualenv-clone==0.5.7
 websockets==15.0.1
 Werkzeug==3.1.5
-wheel==0.45.1
+wheel==0.46.2
 wrapt==2.0.1
 yarl==1.22.0
 zipp==3.23.0
diff --git a/sdks/python/container/ml/py311/gpu_image_requirements.txt b/sdks/python/container/ml/py311/gpu_image_requirements.txt
index 1fd5d768406f..c1e6cb5b9da0 100644
--- a/sdks/python/container/ml/py311/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py311/gpu_image_requirements.txt
@@ -307,7 +307,7 @@ vllm==0.10.1.1
 watchfiles==1.1.1
 websockets==15.0.1
 Werkzeug==3.1.5
-wheel==0.45.1
+wheel==0.46.2
 wrapt==2.0.1
 xformers==0.0.31
 xgrammar==0.1.21