diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml
index 1c07ed9b61..d4b1393347 100644
--- a/.github/workflows/codeql-analysis.yml
+++ b/.github/workflows/codeql-analysis.yml
@@ -56,7 +56,7 @@ jobs:
 
     # Initializes the CodeQL tools for scanning.
     - name: Initialize CodeQL
-      uses: github/codeql-action/init@e4fba868fa4b1b91e1fdab776edc8cfbe6e9fb81    # 4.37.3
+      uses: github/codeql-action/init@cdf488f595d80d6e07e03d4674febd5ab45fa938    # 4.37.9
       with:
         languages: ${{ matrix.language }}
         # If you wish to specify custom queries, you can do so here or in a config file.
@@ -67,7 +67,7 @@ jobs:
     # Autobuild attempts to build any compiled languages  (C/C++, C#, or Java).
     # If this step fails, then you should remove it and run the build manually (see below)
     - name: Autobuild
-      uses: github/codeql-action/autobuild@e4fba868fa4b1b91e1fdab776edc8cfbe6e9fb81    # 4.37.3
+      uses: github/codeql-action/autobuild@cdf488f595d80d6e07e03d4674febd5ab45fa938    # 4.37.9
 
     # ℹ️ Command-line programs to run using the OS shell.
     # 📚 https://git.io/JvXDl
@@ -81,4 +81,4 @@ jobs:
     #   make release
 
     - name: Perform CodeQL Analysis
-      uses: github/codeql-action/analyze@e4fba868fa4b1b91e1fdab776edc8cfbe6e9fb81    # 4.37.3
+      uses: github/codeql-action/analyze@cdf488f595d80d6e07e03d4674febd5ab45fa938    # 4.37.9
diff --git a/src/changelog/.2.x.x/update_github_codeql-action_analyze.xml b/src/changelog/.2.x.x/update_github_codeql-action_analyze.xml
index 03030a7e85..5f37e0cc6f 100644
--- a/src/changelog/.2.x.x/update_github_codeql-action_analyze.xml
+++ b/src/changelog/.2.x.x/update_github_codeql-action_analyze.xml
@@ -3,6 +3,6 @@
        xmlns="https://logging.apache.org/xml/ns"
        xsi:schemaLocation="https://logging.apache.org/xml/ns https://logging.apache.org/xml/ns/log4j-changelog-0.xsd"
        type="updated">
-  <issue id="484" link="https://github.com/apache/logging-flume/pull/484"/>
-  <description format="asciidoc">Update `github/codeql-action/analyze` to version `4.37.3`</description>
+  <issue id="494" link="https://github.com/apache/logging-flume/pull/494"/>
+  <description format="asciidoc">Update `github/codeql-action/analyze` to version `4.37.9`</description>
 </entry>
diff --git a/src/changelog/.2.x.x/update_github_codeql-action_autobuild.xml b/src/changelog/.2.x.x/update_github_codeql-action_autobuild.xml
index 9db2646d3e..86f3352407 100644
--- a/src/changelog/.2.x.x/update_github_codeql-action_autobuild.xml
+++ b/src/changelog/.2.x.x/update_github_codeql-action_autobuild.xml
@@ -3,6 +3,6 @@
        xmlns="https://logging.apache.org/xml/ns"
        xsi:schemaLocation="https://logging.apache.org/xml/ns https://logging.apache.org/xml/ns/log4j-changelog-0.xsd"
        type="updated">
-  <issue id="484" link="https://github.com/apache/logging-flume/pull/484"/>
-  <description format="asciidoc">Update `github/codeql-action/autobuild` to version `4.37.3`</description>
+  <issue id="494" link="https://github.com/apache/logging-flume/pull/494"/>
+  <description format="asciidoc">Update `github/codeql-action/autobuild` to version `4.37.9`</description>
 </entry>
diff --git a/src/changelog/.2.x.x/update_github_codeql-action_init.xml b/src/changelog/.2.x.x/update_github_codeql-action_init.xml
index 0869cd3fa1..22c80df089 100644
--- a/src/changelog/.2.x.x/update_github_codeql-action_init.xml
+++ b/src/changelog/.2.x.x/update_github_codeql-action_init.xml
@@ -3,6 +3,6 @@
        xmlns="https://logging.apache.org/xml/ns"
        xsi:schemaLocation="https://logging.apache.org/xml/ns https://logging.apache.org/xml/ns/log4j-changelog-0.xsd"
        type="updated">
-  <issue id="484" link="https://github.com/apache/logging-flume/pull/484"/>
-  <description format="asciidoc">Update `github/codeql-action/init` to version `4.37.3`</description>
+  <issue id="494" link="https://github.com/apache/logging-flume/pull/494"/>
+  <description format="asciidoc">Update `github/codeql-action/init` to version `4.37.9`</description>
 </entry>