diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index 25da27bf0..a48bf1b38 100644
--- a/.github/workflows/build.yaml
+++ b/.github/workflows/build.yaml
@@ -47,7 +47,7 @@ jobs:
           password: ${{ secrets.ALI_DOCKER_REGISTRY_PASSWORD }}
 
       - name: 构建并推送 Virtual Kubelet 镜像
-        uses: docker/build-push-action@v5
+        uses: docker/build-push-action@v6
         with:
           context: .
           file: ./Dockerfile  # 确保Dockerfile路径正确
@@ -57,7 +57,7 @@ jobs:
           build-args: |
             GOLANG_CI_LINT_VERSION=v1.68.0
             BUILD_TAGS=
-            ALL_PROXY=socks://10.0.0.52:7890
+            HTTP_PROXY=10.0.0.52:7890
             NO_PROXY=localhost,127.0.0.1
 
           labels: |