diff --git a/.github/workflows/build_publish_release_docker_image.yml b/.github/workflows/build_publish_release_docker_image.yml
index 319ce1b30..b69285a7e 100644
--- a/.github/workflows/build_publish_release_docker_image.yml
+++ b/.github/workflows/build_publish_release_docker_image.yml
@@ -32,15 +32,27 @@ jobs:
             - name: Get actual major version
               id: actual_major_version
               run: echo ::set-output name=ACTUAL_MAJOR_VERSION::$(echo $GITHUB_REF | cut -d / -f 3 | sed 's/v//g' | cut -d "." -f 1)
-            - name: Build and publish image
-              uses: ilteoood/docker_buildx@1.1.0
+            - name: Set up QEMU
+              uses: docker/setup-qemu-action@v3
+            - name: Set up Docker Buildx
+              uses: docker/setup-buildx-action@v3
+            - name: Login to Docker Hub
+              uses: docker/login-action@v3
               with:
-                tag: latest,${{ steps.actual_patch_version.outputs.ACTUAL_PATCH_VERSION }},${{ steps.actual_minor_version.outputs.ACTUAL_MINOR_VERSION }},${{ steps.actual_major_version.outputs.ACTUAL_MAJOR_VERSION }}
-                imageName: rclone/rclone
-                platform: linux/amd64,linux/386,linux/arm64,linux/arm/v7,linux/arm/v6
-                publish: true
-                dockerHubUser: ${{ secrets.DOCKER_HUB_USER }}
-                dockerHubPassword: ${{ secrets.DOCKER_HUB_PASSWORD }}
+                username: ${{ secrets.DOCKER_HUB_USER }}
+                password: ${{ secrets.DOCKER_HUB_PASSWORD }}
+            - name: Build and publish image
+              uses: docker/build-push-action@v6
+              with:
+                file: Dockerfile
+                context: .
+                platforms: linux/amd64,linux/386,linux/arm64,linux/arm/v7,linux/arm/v6
+                push: true
+                tags: |
+                  rclone/rclone:latest
+                  rclone/rclone:${{ steps.actual_patch_version.outputs.ACTUAL_PATCH_VERSION }}
+                  rclone/rclone:${{ steps.actual_minor_version.outputs.ACTUAL_MINOR_VERSION }}
+                  rclone/rclone:${{ steps.actual_major_version.outputs.ACTUAL_MAJOR_VERSION }}
 
     build_docker_volume_plugin:
         if: github.repository == 'rclone/rclone'