diff --git a/deploy/Dockerfile b/deploy/Dockerfile
index 1ed34a4d8e..2c35ecae6d 100644
--- a/deploy/Dockerfile
+++ b/deploy/Dockerfile
@@ -35,7 +35,7 @@ FROM scratch
 COPY --from=0 /go/src/github.com/GoogleContainerTools/kaniko/out/executor /kaniko/executor
 COPY --from=0 /usr/local/bin/docker-credential-gcr /kaniko/docker-credential-gcr
 COPY --from=0 /go/src/github.com/awslabs/amazon-ecr-credential-helper/bin/linux-amd64/docker-credential-ecr-login /kaniko/docker-credential-ecr-login
-COPY --from=0 /usr/local/bin/docker-credential-acr-linux /kaniko/docker-credential-acr-linux
+COPY --from=0 /usr/local/bin/docker-credential-acr-linux /kaniko/docker-credential-acr
 COPY files/ca-certificates.crt /kaniko/ssl/certs/
 COPY --from=0 /root/.docker/config.json /kaniko/.docker/config.json
 ENV HOME /root
diff --git a/deploy/Dockerfile_debug b/deploy/Dockerfile_debug
index a57151babc..ee1c841884 100644
--- a/deploy/Dockerfile_debug
+++ b/deploy/Dockerfile_debug
@@ -25,6 +25,10 @@ RUN docker-credential-gcr configure-docker
 # Get Amazon ECR credential helper
 RUN go get -u github.com/awslabs/amazon-ecr-credential-helper/ecr-login/cli/docker-credential-ecr-login
 RUN make -C /go/src/github.com/awslabs/amazon-ecr-credential-helper linux-amd64 
+# ACR docker credential helper
+ADD https://aadacr.blob.core.windows.net/acr-docker-credential-helper/docker-credential-acr-linux-amd64.tar.gz /usr/local/bin
+RUN tar -C /usr/local/bin/ -xvzf /usr/local/bin/docker-credential-acr-linux-amd64.tar.gz
+
 COPY . .
 RUN make GOARCH=${GOARCH} && make out/warmer
 
@@ -39,6 +43,7 @@ FROM scratch
 COPY --from=0 /go/src/github.com/GoogleContainerTools/kaniko/out/* /kaniko/
 COPY --from=0 /usr/local/bin/docker-credential-gcr /kaniko/docker-credential-gcr
 COPY --from=0 /go/src/github.com/awslabs/amazon-ecr-credential-helper/bin/linux-amd64/docker-credential-ecr-login /kaniko/docker-credential-ecr-login
+COPY --from=0 /usr/local/bin/docker-credential-acr-linux /kaniko/docker-credential-acr
 COPY --from=1 /distroless/bazel-bin/experimental/busybox/busybox/ /busybox/
 # Declare /busybox as a volume to get it automatically whitelisted
 VOLUME /busybox
diff --git a/deploy/Dockerfile_warmer b/deploy/Dockerfile_warmer
index b81df44130..1819753699 100644
--- a/deploy/Dockerfile_warmer
+++ b/deploy/Dockerfile_warmer
@@ -24,6 +24,9 @@ RUN docker-credential-gcr configure-docker
 # Get Amazon ECR credential helper
 RUN go get -u github.com/awslabs/amazon-ecr-credential-helper/ecr-login/cli/docker-credential-ecr-login
 RUN make -C /go/src/github.com/awslabs/amazon-ecr-credential-helper linux-amd64
+# ACR docker credential helper
+ADD https://aadacr.blob.core.windows.net/acr-docker-credential-helper/docker-credential-acr-linux-amd64.tar.gz /usr/local/bin
+RUN tar -C /usr/local/bin/ -xvzf /usr/local/bin/docker-credential-acr-linux-amd64.tar.gz
 
 COPY . .
 RUN make GOARCH=${GOARCH} out/warmer
@@ -32,6 +35,7 @@ FROM scratch
 COPY --from=0 /go/src/github.com/GoogleContainerTools/kaniko/out/warmer /kaniko/warmer
 COPY --from=0 /usr/local/bin/docker-credential-gcr /kaniko/docker-credential-gcr
 COPY --from=0 /go/src/github.com/awslabs/amazon-ecr-credential-helper/bin/linux-amd64/docker-credential-ecr-login /kaniko/docker-credential-ecr-login
+COPY --from=0 /usr/local/bin/docker-credential-acr-linux /kaniko/docker-credential-acr
 COPY files/ca-certificates.crt /kaniko/ssl/certs/
 COPY --from=0 /root/.docker/config.json /kaniko/.docker/config.json
 ENV HOME /root