diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 1e952f61..d690881e 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -105,7 +105,7 @@ unit-tests:
     - if: $CI_PIPELINE_SOURCE == 'push'
   stage: unit-tests
   image:
-    name: $CI_REGISTRY_GO/haproxy-alpine:3.0-go$GO_VERSION
+    name: $CI_REGISTRY_GO/haproxy-alpine:3.1-go$GO_VERSION
     entrypoint: [""]
   tags:
     - go
diff --git a/build/Dockerfile b/build/Dockerfile
index 9f2cae43..098b0d5d 100644
--- a/build/Dockerfile
+++ b/build/Dockerfile
@@ -29,7 +29,7 @@ RUN mkdir -p /var/run/vars && \
         -ldflags "-X github.com/haproxytech/kubernetes-ingress/pkg/version.GitTag=$(cat /var/run/vars/GIT_LAST_TAG)" \
         -o fs/haproxy-ingress-controller .
 
-FROM haproxytech/haproxy-alpine:3.0
+FROM haproxytech/haproxy-alpine:3.1
 
 ARG TARGETPLATFORM
 
diff --git a/build/Dockerfile.dev b/build/Dockerfile.dev
index bb015784..67ce5fc0 100644
--- a/build/Dockerfile.dev
+++ b/build/Dockerfile.dev
@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-FROM haproxytech/haproxy-alpine:3.0
+FROM haproxytech/haproxy-alpine:3.1
 
 ARG TARGETPLATFORM
 
diff --git a/build/Dockerfile.pebble b/build/Dockerfile.pebble
index a55aa0f6..a5002139 100644
--- a/build/Dockerfile.pebble
+++ b/build/Dockerfile.pebble
@@ -31,7 +31,7 @@ RUN mkdir -p /var/run/vars && \
         -ldflags "-X github.com/haproxytech/kubernetes-ingress/pkg/version.GitTag=$(cat /var/run/vars/GIT_LAST_TAG)" \
         -o fs/haproxy-ingress-controller .
 
-FROM haproxytech/haproxy-alpine:3.0
+FROM haproxytech/haproxy-alpine:3.1
 
 ARG TARGETPLATFORM