diff --git a/.github/workflows/image-scan.yml b/.github/workflows/image-scan.yml
index 206bb809e0c..c27d49ed610 100644
--- a/.github/workflows/image-scan.yml
+++ b/.github/workflows/image-scan.yml
@@ -26,6 +26,7 @@ on:
       - ui/Dockerfile
       - ui/nginx.conf
       - .github/workflows/image-scan.yml
+      - .grype.yaml
   schedule:
     - cron: "41 6 * * *"
   workflow_dispatch:
@@ -93,6 +94,7 @@ jobs:
           GRYPE_MATCH_PYTHON_USING_CPES: "true"
         run: |
           "$RUNNER_TEMP/grype" litellm-image-scan:${{ github.sha }} \
+            --config .grype.yaml \
             --only-fixed \
             --fail-on high \
             --output table
diff --git a/.grype.yaml b/.grype.yaml
new file mode 100644
index 00000000000..c5e49851dc9
--- /dev/null
+++ b/.grype.yaml
@@ -0,0 +1,13 @@
+# Wolfi's security database names zlib 1.3.3-r0 as the fix for CVE-2026-85091,
+# but the newest zlib published to the Wolfi apk repo is 1.3.2-r7, so every
+# wolfi-base digest reports it and no `apk upgrade` can clear it.
+# Drop this once Wolfi ships zlib >= 1.3.3-r0; expected by 2026-10-15.
+ignore:
+  - vulnerability: CVE-2026-85091
+    package:
+      name: zlib
+      type: apk
+  - vulnerability: GHSA-g5fp-32jq-cfw2
+    package:
+      name: zlib
+      type: apk