diff --git a/.github/workflows/security.yml b/.github/workflows/security.yml
index 734ec1a..ca3d18c 100644
--- a/.github/workflows/security.yml
+++ b/.github/workflows/security.yml
@@ -105,16 +105,16 @@ jobs:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
       - name: 初始化 CodeQL
-        uses: github/codeql-action/init@5595ccaf912efad79be6eef63a5619ff05969be3 # v4.37.6
+        uses: github/codeql-action/init@ff2f1c621b7f889edc0d3c761ac2e6a3f8cdb0dd # v4.37.7
         with:
           languages: ${{ matrix.language }}
           queries: security-extended
 
       - name: 建置
-        uses: github/codeql-action/autobuild@5595ccaf912efad79be6eef63a5619ff05969be3 # v4.37.6
+        uses: github/codeql-action/autobuild@ff2f1c621b7f889edc0d3c761ac2e6a3f8cdb0dd # v4.37.7
 
       - name: 分析
-        uses: github/codeql-action/analyze@5595ccaf912efad79be6eef63a5619ff05969be3 # v4.37.6
+        uses: github/codeql-action/analyze@ff2f1c621b7f889edc0d3c761ac2e6a3f8cdb0dd # v4.37.7
         with:
           category: "/language:${{ matrix.language }}"
           # 先落地成檔案，再分開上傳——這樣 GHAS 沒開的倉庫仍然拿得到結果。
@@ -123,7 +123,7 @@ jobs:
 
       - name: 上傳到 code scanning（沒有 GHAS 時會失敗，不影響結論）
         continue-on-error: true
-        uses: github/codeql-action/upload-sarif@5595ccaf912efad79be6eef63a5619ff05969be3 # v4.37.6
+        uses: github/codeql-action/upload-sarif@ff2f1c621b7f889edc0d3c761ac2e6a3f8cdb0dd # v4.37.7
         with:
           sarif_file: sarif
           category: "/language:${{ matrix.language }}"
@@ -219,7 +219,7 @@ jobs:
 
       - name: 上傳到 code scanning（沒有 GHAS 時會失敗，不影響結論）
         continue-on-error: true
-        uses: github/codeql-action/upload-sarif@5595ccaf912efad79be6eef63a5619ff05969be3 # v4.37.6
+        uses: github/codeql-action/upload-sarif@ff2f1c621b7f889edc0d3c761ac2e6a3f8cdb0dd # v4.37.7
         with:
           sarif_file: trivy.sarif
           category: trivy