diff --git a/.github/workflows/build-image.yml b/.github/workflows/build-image.yml
index 7e9c746..1040a84 100644
--- a/.github/workflows/build-image.yml
+++ b/.github/workflows/build-image.yml
@@ -10,32 +10,46 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@v2
-    
-    - name: Publish Image
-      uses: matootie/github-docker@v3.1.0
+    - uses: actions/checkout@v4
+
+    - name: Login to GitHub Container Registry
+      uses: docker/login-action@v2
+      with:
+        registry: ghcr.io
+        username: ${{ github.repository_owner }}
+        password: ${{ secrets.GITHUB_TOKEN }}
+
+    - name: Build and push
+      uses: docker/build-push-action@v4
       with:
-        accessToken: ${{ secrets.GITHUB_TOKEN }}
-        imageName: manylinux2014_x86_64-hdf5
-        containerRegistry: true
-        contextName: ./Dockerfile_x86_64
+        file: ./Dockerfile_x86_64
+        platforms: linux/amd64
+        push: true
+        tags: ghcr.io/${{ github.repository_owner }}/manylinux2014_x86_64-hdf5
 
   build_aarch64_wheels:
     name: Build image for aarch64
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v4
+
+    - name: Login to GitHub Container Registry
+      uses: docker/login-action@v2
+      with:
+        registry: ghcr.io
+        username: ${{ github.repository_owner }}
+        password: ${{ secrets.GITHUB_TOKEN }}
 
     - name: Setup up QEMU
-      uses: docker/setup-qemu-action@v1
+      uses: docker/setup-qemu-action@v2
       with:
         platforms: arm64
 
-    - name: Publish Image
-      uses: matootie/github-docker@v3.1.0
+    - name: Build and push
+      uses: docker/build-push-action@v4
       with:
-        accessToken: ${{ secrets.GITHUB_TOKEN }}
-        imageName: manylinux2014_aarch64-hdf5
-        containerRegistry: true
-        contextName: ./Dockerfile_aarch64
+        file: ./Dockerfile_aarch64
+        platforms: linux/arm64
+        push: true
+        tags: ghcr.io/${{ github.repository_owner }}/manylinux2014_aarch64-hdf5