diff --git a/sdks/python/container/ml/py312/base_image_requirements.txt b/sdks/python/container/ml/py312/base_image_requirements.txt
index 0bbe666b6805..26fb396d03cc 100644
--- a/sdks/python/container/ml/py312/base_image_requirements.txt
+++ b/sdks/python/container/ml/py312/base_image_requirements.txt
@@ -227,7 +227,7 @@ 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/py312/gpu_image_requirements.txt b/sdks/python/container/ml/py312/gpu_image_requirements.txt
index d0024977e5c0..4ecfdf3069a7 100644
--- a/sdks/python/container/ml/py312/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py312/gpu_image_requirements.txt
@@ -306,7 +306,7 @@ 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