diff --git a/hardening_manifest.yaml b/hardening_manifest.yaml
index 33e341d19d47acbe3c07e3e97c3fbb5ac6fdee76..480829d2cdd2a5311b7fb8ff31a2118cf9940f3e 100644
--- a/hardening_manifest.yaml
+++ b/hardening_manifest.yaml
@@ -8,7 +8,7 @@ name: "opensource/spark-operator/spark-py"
 # The most specific version should be the first tag and will be shown
 # on ironbank.dsop.io
 tags:
-- "v2.4.5"
+- "v3.1.1"
 - "latest"
 
 # Build args passed to Dockerfile ARGs
@@ -27,7 +27,7 @@ labels:
   org.opencontainers.image.url: "https://spark.apache.org/docs/latest/index.html"
   # Name of the distributing entity, organization or individual
   org.opencontainers.image.vendor: "Apache Software Foundation"
-  org.opencontainers.image.version: "v2.4.5"
+  org.opencontainers.image.version: "v3.1.1"
   # Keywords to help with search (ex. "cicd,gitops,golang")
   mil.dso.ironbank.image.keywords: "apache,python,data processing,large scale,hadoop,kubeflow"
   # This value can be "opensource" or "commercial"