diff --git a/.github/workflows/ci_build.yml b/.github/workflows/ci_build.yml
index 4d7384dd54d..42642cbb3a1 100644
--- a/.github/workflows/ci_build.yml
+++ b/.github/workflows/ci_build.yml
@@ -366,7 +366,7 @@ jobs:
           path: ${{ env.GH_PAGES_DIR }}
 
       - name: Download TOOLKIT_BUILD artifacts
-        uses: actions/download-artifact@v3
+        uses: actions/download-artifact@v4.1.7
         with:
           name: ${{ env.TOOLKIT_BUILD }}
           path: artifacts/${{ env.TOOLKIT_BUILD }}
@@ -485,7 +485,7 @@ jobs:
           path: ${{ env.DOXYGEN_DIR }}
 
       - name: Download DOC_BUILD artifacts
-        uses: actions/download-artifact@v3
+        uses: actions/download-artifact@v4.1.7
         with:
           name: ${{ env.DOC_BUILD }}
           path: artifacts/${{ env.DOC_BUILD }}
diff --git a/.github/workflows/python-ci-wheel.yml b/.github/workflows/python-ci-wheel.yml
index 2c337e47b39..6a939e31a3a 100644
--- a/.github/workflows/python-ci-wheel.yml
+++ b/.github/workflows/python-ci-wheel.yml
@@ -256,7 +256,7 @@ jobs:
       #===============================================#
       # Prepare artifacts
       - name: Download artifacts
-        uses: actions/download-artifact@65a9edc5881444af0b9093a5e628f2fe47ea3b2e # v4.1.7
+        uses: actions/download-artifact@v4.1.7 # v4.1.7
         with:
           path: bindings/python/artifacts/