diff --git a/Dockerfile b/Dockerfile
index e7b6e6ea..6a36f643 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -12,11 +12,11 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-FROM centos:latest
+FROM k8s.gcr.io/build-image/debian-base-amd64:v2.1.3
 
 # Copy nfsplugin from build _output directory
 COPY bin/nfsplugin /nfsplugin
 
-RUN yum -y install nfs-utils epel-release jq && yum clean all
+RUN apt update && apt install -y nfs-common jq || true
 
 ENTRYPOINT ["/nfsplugin"]