diff --git a/18_security/18.6_image_security.md b/18_security/18.6_image_security.md
index 686b82b..a01ed9d 100644
--- a/18_security/18.6_image_security.md
+++ b/18_security/18.6_image_security.md
@@ -300,7 +300,7 @@ FROM ubuntu:latest
 RUN apt-get update && apt-get install -y curl
 
 # ✓ 推荐：固定基础镜像版本和摘要
-FROM ubuntu:22.04@sha256:a6d2b38300ce017add71440577d5b0a90460d0e6...
+FROM ubuntu:22.04@sha256:a6d2b38300ce017add71440577d5b0a90460d0e6e0e14...（完整 64 位哈希）
 RUN apt-get update && apt-get install -y curl=7.68.0-1ubuntu1
 ```
 
@@ -320,7 +320,7 @@ RUN apk add --no-cache curl && \
 
 RUN go build -o app .
 
-FROM alpine:3.17@sha256:abcd...
+FROM alpine:3.17@sha256:abcd1234...（请替换为实际完整的 64 位摘要哈希）
 COPY --from=builder /app/app /app
 ```
 
@@ -405,13 +405,13 @@ jobs:
 
     steps:
     - name: Checkout code
-      uses: actions/checkout@v3
+      uses: actions/checkout@v4
 
     - name: Set up Docker Buildx
-      uses: docker/setup-buildx-action@v2
+      uses: docker/setup-buildx-action@v3
 
     - name: Build Docker image
-      uses: docker/build-push-action@v4
+      uses: docker/build-push-action@v6
       with:
         context: .
         push: false
@@ -427,7 +427,7 @@ jobs:
         severity: 'HIGH,CRITICAL'
 
     - name: Upload Trivy results to GitHub Security tab
-      uses: github/codeql-action/upload-sarif@v2
+      uses: github/codeql-action/upload-sarif@v3
       with:
         sarif_file: 'trivy-results.sarif'
 
@@ -439,28 +439,26 @@ jobs:
         output-file: sbom-cyclonedx.json
 
     - name: Upload SBOM
-      uses: actions/upload-artifact@v3
+      uses: actions/upload-artifact@v4
       with:
         name: sbom
         path: sbom-cyclonedx.json
 
     - name: Sign image with Cosign
       if: github.event_name == 'push'
-      env:
-        COSIGN_EXPERIMENTAL: 1
       run: |
         cosign sign --yes ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}:latest
 
     - name: Login to Registry and Push
       if: github.event_name == 'push'
-      uses: docker/login-action@v2
+      uses: docker/login-action@v3
       with:
         registry: ${{ env.REGISTRY }}
         username: ${{ github.actor }}
         password: ${{ secrets.GITHUB_TOKEN }}
 
     - name: Push image
-      uses: docker/build-push-action@v4
+      uses: docker/build-push-action@v6
       with:
         context: .
         push: true