diff --git a/.github/workflows/analyze.yml b/.github/workflows/analyze.yml
index c352a10..30c67b1 100644
--- a/.github/workflows/analyze.yml
+++ b/.github/workflows/analyze.yml
@@ -12,7 +12,7 @@ jobs:
     - uses: actions/checkout@v3
     
     - name: Set up Python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
       with:
         python-version: '3.11'  # 使用最新的 Python 版本
     
diff --git a/.github/workflows/pr-test.yml b/.github/workflows/pr-test.yml
index 44feeab..1f76235 100644
--- a/.github/workflows/pr-test.yml
+++ b/.github/workflows/pr-test.yml
@@ -13,7 +13,7 @@ jobs:
     - uses: actions/checkout@v3
     
     - name: Set up Python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
       with:
         python-version: '3.11'
     
diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml
index 82f8dbd..d2f0d6e 100644
--- a/.github/workflows/python-publish.yml
+++ b/.github/workflows/python-publish.yml
@@ -22,7 +22,7 @@ jobs:
     steps:
       - uses: actions/checkout@v4
 
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
         with:
           python-version: "3.x"
 
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index f1ff68a..cbdc163 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -20,7 +20,7 @@ jobs:
     - uses: actions/checkout@v3
     
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
       with:
         python-version: ${{ matrix.python-version }}
     
@@ -47,7 +47,7 @@ jobs:
     - uses: actions/checkout@v3
     
     - name: Set up Python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
       with:
         python-version: '3.11'  # 使用稳定版本进行功能测试