diff --git a/.github/workflows/security.yml b/.github/workflows/security.yml
index fbe892b..694b03a 100644
--- a/.github/workflows/security.yml
+++ b/.github/workflows/security.yml
@@ -75,7 +75,7 @@ jobs:
       - uses: actions/checkout@v4
 
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@v3
+        uses: github/codeql-action/init@v4
         with:
           languages: python
           # Detects: injection, path-traversal, XSS, unsafe deserialization, etc.
@@ -95,6 +95,6 @@ jobs:
         run: pip install -e .
 
       - name: Perform CodeQL Analysis
-        uses: github/codeql-action/analyze@v3
+        uses: github/codeql-action/analyze@v4
         with:
           category: "/language:python"