diff --git a/.github/workflows/ci-owasp-dependency-check.yaml b/.github/workflows/ci-owasp-dependency-check.yaml
index 4a2e12a06377a..6cd0dd42209f0 100644
--- a/.github/workflows/ci-owasp-dependency-check.yaml
+++ b/.github/workflows/ci-owasp-dependency-check.yaml
@@ -89,10 +89,10 @@ jobs:
         timeout-minutes: 5
         with:
           path: ~/.m2/repository/org/owasp/dependency-check-data
-          key: owasp-dependency-check-data-${{ steps.get-weeknum.outputs.weeknum }}
+          key: owasp-dependency-check-data-v11-${{ steps.get-weeknum.outputs.weeknum }}
           enableCrossOsArchive: true
           restore-keys: |
-            owasp-dependency-check-data-
+            owasp-dependency-check-data-v11-
 
       - name: Update OWASP Dependency Check data
         id: update-owasp-dependency-check-data
diff --git a/.github/workflows/pulsar-ci.yaml b/.github/workflows/pulsar-ci.yaml
index 0dfe0ce3a68a8..c3c457006ba51 100644
--- a/.github/workflows/pulsar-ci.yaml
+++ b/.github/workflows/pulsar-ci.yaml
@@ -1489,10 +1489,10 @@ jobs:
         timeout-minutes: 5
         with:
           path: ~/.m2/repository/org/owasp/dependency-check-data
-          key: owasp-dependency-check-data-${{ steps.get-weeknum.outputs.weeknum }}
+          key: owasp-dependency-check-data-v11-${{ steps.get-weeknum.outputs.weeknum }}
           enableCrossOsArchive: true
           restore-keys: |
-            owasp-dependency-check-data-
+            owasp-dependency-check-data-v11-
 
       - name: Log warning when skipped
         if: ${{ !steps.restore-owasp-dependency-check-data.outputs.cache-matched-key }}
diff --git a/pom.xml b/pom.xml
index 48dafb0dca1ee..1c4d9d8afbbd9 100644
--- a/pom.xml
+++ b/pom.xml
@@ -316,7 +316,7 @@ flexible messaging model and an intuitive client API.</description>
     <j2objc-annotations.version>1.3</j2objc-annotations.version>
     <lightproto-maven-plugin.version>0.4</lightproto-maven-plugin.version>
     <build-helper-maven-plugin.version>3.6.0</build-helper-maven-plugin.version>
-    <dependency-check-maven.version>10.0.2</dependency-check-maven.version>
+    <dependency-check-maven.version>12.1.0</dependency-check-maven.version>
     <roaringbitmap.version>1.2.0</roaringbitmap.version>
     <extra-enforcer-rules.version>1.6.1</extra-enforcer-rules.version>
     <oshi.version>6.4.0</oshi.version>