diff --git a/.github/workflows/test_security.yml b/.github/workflows/test_security.yml
new file mode 100644
index 00000000..2ac480d4
--- /dev/null
+++ b/.github/workflows/test_security.yml
@@ -0,0 +1,88 @@
+name: Test Geospatial on Secure Cluster
+on:
+  schedule:
+    - cron: '0 0 * * *'  # every night
+  push:
+    branches:
+      - "*"
+      - "feature/**"
+  pull_request:
+    branches:
+      - "*"
+      - "feature/**"
+
+jobs:
+  Build-ad:
+    strategy:
+      matrix:
+        java: [ 11,17 ]
+        os: [ubuntu-latest]
+      fail-fast: true
+
+    name: Test Geospatial on Secure Cluster
+    runs-on: ${{ matrix.os }}
+
+    steps:
+      - name: Checkout Geospatial
+        uses: actions/checkout@v1
+
+      - name: Setup Java ${{ matrix.java }}
+        uses: actions/setup-java@v1
+        with:
+          java-version: ${{ matrix.java }}
+
+      - name: Assemble Geospatial
+        run: |
+          ./gradlew assemble
+
+      # example of variables:
+      # plugin = opensearch-geospatial-2.7.0.0-SNAPSHOT.zip
+      # version = 2.7.0
+      # plugin_version = 2.7.0.0
+      # qualifier = `SNAPSHOT`
+      - name: Pull and Run Docker
+        run: |
+          plugin=`basename $(ls build/distributions/*.zip)`
+          version=`echo $plugin|awk -F- '{print $3}'| cut -d. -f 1-3`
+          plugin_version=`echo $plugin|awk -F- '{print $3}'| cut -d. -f 1-4`
+          qualifier=`echo $plugin|awk -F- '{print $4}'| cut -d. -f 1-1`  
+          if [ $qualifier != `SNAPSHOT` ];
+           then
+            docker_version=$version-$qualifier
+          else
+            docker_version=$version
+          fi
+          echo plugin version plugin_version qualifier docker_version
+          echo "($plugin) ($version) ($plugin_version) ($qualifier) ($docker_version)"
+          
+          cd ..
+          if docker pull opensearchstaging/opensearch:$docker_version
+          then
+            echo "FROM opensearchstaging/opensearch:$docker_version" >> Dockerfile
+            echo "RUN if [ -d /usr/share/opensearch/plugins/opensearch-geospatial ]; then /usr/share/opensearch/bin/opensearch-plugin remove opensearch-geospatial; fi" >> Dockerfile
+            echo "ADD geospatial/build/distributions/$plugin /tmp/" >> Dockerfile
+            echo "RUN /usr/share/opensearch/bin/opensearch-plugin install --batch file:/tmp/$plugin" >> Dockerfile
+            docker build -t opensearch-geospatial:test .
+            echo "imagePresent=true" >> $GITHUB_ENV          
+          else
+            echo "imagePresent=false" >> $GITHUB_ENV
+          fi
+
+      - name: Run Docker Image
+        if: env.imagePresent == 'true'
+        run: |
+          cd ..
+          docker run -p 9200:9200 -d -p 9600:9600 -e "discovery.type=single-node" opensearch-geospatial:test
+          sleep 90
+
+      - name: Run Geospatial Integ Test
+        if: env.imagePresent == 'true'
+        run: |
+          security=`curl -XGET https://localhost:9200/_cat/plugins?v -u admin:admin --insecure |grep opensearch-security|wc -l`
+          if [ $security -gt 0 ]
+          then
+            echo "Security plugin is available"
+            ./gradlew integTest -Dtests.rest.cluster=localhost:9200 -Dtests.cluster=localhost:9200 -Dtests.clustername="docker-cluster" -Dhttps=true -Duser=admin -Dpassword=admin
+          else
+            echo "Security plugin is NOT available, skipping integration tests"
+          fi
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 4526e876..23aba8da 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -18,6 +18,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 ### Bug Fixes
 * Fix flaky test, testIndexingMultiPolygon ([#483](https://github.com/opensearch-project/geospatial/pull/483))
 ### Infrastructure
+* Add integration test against security enabled cluster ([#513](https://github.com/opensearch-project/geospatial/pull/513))
 ### Documentation
 ### Maintenance
 ### Refactoring
diff --git a/src/test/java/org/opensearch/geospatial/OpenSearchSecureRestTestCase.java b/src/test/java/org/opensearch/geospatial/OpenSearchSecureRestTestCase.java
index d4bfa4cd..b9b7e6ef 100644
--- a/src/test/java/org/opensearch/geospatial/OpenSearchSecureRestTestCase.java
+++ b/src/test/java/org/opensearch/geospatial/OpenSearchSecureRestTestCase.java
@@ -57,6 +57,7 @@ public abstract class OpenSearchSecureRestTestCase extends OpenSearchRestTestCas
     private static final String SYS_PROPERTY_KEY_PASSWORD = "password";
     private static final String DEFAULT_SOCKET_TIMEOUT = "60s";
     private static final String INTERNAL_INDICES_PREFIX = ".";
+    private static final String SYSTEM_INDEX_PREFIX = "security-auditlog";
     private static String protocol;
 
     @Override
@@ -172,6 +173,10 @@ public void deleteExternalIndices() throws IOException {
                 .map(index -> (String) index.get("index"))
                 .filter(indexName -> indexName != null)
                 .filter(indexName -> !indexName.startsWith(INTERNAL_INDICES_PREFIX))
+                // This is hack to remove the security audit index from deletion. We will need a proper fix where
+                // we delete the indices after a test is completed.
+                // Issue: https://github.com/opensearch-project/geospatial/issues/428
+                .filter(indexName -> !indexName.startsWith(SYSTEM_INDEX_PREFIX))
                 .collect(Collectors.toList());
 
             for (String indexName : externalIndices) {