diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml
index c2a1eb05ca..8bad2d85b7 100644
--- a/.github/workflows/codeql.yml
+++ b/.github/workflows/codeql.yml
@@ -48,14 +48,14 @@ jobs:
         uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@2892aa5e19bbd11bc0cff5427e3b750a04d9e3c2 # v4.38.2
+        uses: github/codeql-action/init@24c54180a607b1449ed407dd24f251e4e9147c8d # v4.38.3
         with:
           languages: python
           # Erweiterte Security+Quality Queries (findet mehr als das Default-Set)
           queries: security-and-quality
 
       - name: Perform CodeQL Analysis
-        uses: github/codeql-action/analyze@2892aa5e19bbd11bc0cff5427e3b750a04d9e3c2 # v4.38.2
+        uses: github/codeql-action/analyze@24c54180a607b1449ed407dd24f251e4e9147c8d # v4.38.3
         with:
           category: "/language:python"
 
@@ -67,10 +67,10 @@ jobs:
       - name: Checkout
         uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
       - name: Initialize CodeQL for Actions
-        uses: github/codeql-action/init@2892aa5e19bbd11bc0cff5427e3b750a04d9e3c2 # v4.38.2
+        uses: github/codeql-action/init@24c54180a607b1449ed407dd24f251e4e9147c8d # v4.38.3
         with:
           languages: actions
       - name: Analyze Actions
-        uses: github/codeql-action/analyze@2892aa5e19bbd11bc0cff5427e3b750a04d9e3c2 # v4.38.2
+        uses: github/codeql-action/analyze@24c54180a607b1449ed407dd24f251e4e9147c8d # v4.38.3
         with:
           category: "/language:actions"
diff --git a/.github/workflows/feed_ip_finder.yml b/.github/workflows/feed_ip_finder.yml
index e411733b75..456d7ece91 100644
--- a/.github/workflows/feed_ip_finder.yml
+++ b/.github/workflows/feed_ip_finder.yml
@@ -212,7 +212,7 @@ jobs:
       # sind zwischen v4 und v7 unveraendert.
       - name: CSV-Report als Artefakt hochladen
         if: ${{ inputs.upload_csv_artifact == true }}
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: feed-ip-finder-report
           path: feed_ip_finder_output/feed_matches_report.csv
diff --git a/.github/workflows/ip_ablauf.yml b/.github/workflows/ip_ablauf.yml
index bc134c0e54..ebfe0e77fe 100644
--- a/.github/workflows/ip_ablauf.yml
+++ b/.github/workflows/ip_ablauf.yml
@@ -2580,7 +2580,7 @@ jobs:
         # Fuer den "immer aktuellen" Stand siehe reports/ip_ablauf_
         # verifikation_report.zip im Repo (wird unten mitcommittet).
         if: always()
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: ip-ablauf-verifikation-report-${{ github.run_id }}
           path: reports/ip_ablauf_verifikation_report.zip
diff --git a/.github/workflows/sniffcat_fetch.yml b/.github/workflows/sniffcat_fetch.yml
index 9a69afb423..fb1af21164 100644
--- a/.github/workflows/sniffcat_fetch.yml
+++ b/.github/workflows/sniffcat_fetch.yml
@@ -198,7 +198,7 @@ jobs:
           EOF
 
       - name: Upload als Artifact (kein Repo-Commit)
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1 (FIX 2026-08-23: angeglichen an feed_ip_finder.yml, war v4.6.2)
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.1 (FIX 2026-08-23: angeglichen an feed_ip_finder.yml, war v4.6.2)
         with:
           name: sniffcat-ips-${{ github.run_id }}
           path: sniffcat_ips.txt