diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index b6bf89dd5..3b2359b10 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -22,3 +22,12 @@ updates:
       - "dependencies"
     assignees:
       - "abuccts"
+  - package-ecosystem: "github-actions"
+    directory: "/"
+    groups:
+      github-actions:
+        patterns: ["*"]
+    schedule:
+      interval: "weekly"
+    cooldown:
+      default-days: 7
diff --git a/.github/workflows/build-image.yml b/.github/workflows/build-image.yml
index d61ddd9bd..c39402b1e 100644
--- a/.github/workflows/build-image.yml
+++ b/.github/workflows/build-image.yml
@@ -72,7 +72,7 @@ jobs:
           runner: [self-hosted, linux/amd64, rocm]
     steps:
       - name: Checkout
-        uses: actions/checkout@v2
+        uses: actions/checkout@0717577d45739eb3c851188b29f50ed6c0b2194e # v2.8.0
         with:
           submodules: recursive
       - name: Free disk space
@@ -127,11 +127,11 @@ jobs:
       - name: Echo image tag
         run: echo ${{ steps.metadata.outputs.tags }}
       - name: Set up QEMU
-        uses: docker/setup-qemu-action@v1
+        uses: docker/setup-qemu-action@27d0a4f181a40b142cce983c5393082c365d1480 # v1.2.0
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v1
+        uses: docker/setup-buildx-action@f211e3e9ded2d9377c8cadc4489a4e38014bc4c9 # v1.7.0
       - name: Login to Docker Hub
-        uses: docker/login-action@v1
+        uses: docker/login-action@dd4fa0671be5250ee6f50aedf4cb05514abda2c7 # v1.14.1
         if: ${{ github.event_name != 'pull_request' }}
         with:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
@@ -140,7 +140,7 @@ jobs:
         run: sudo docker pull ${{ steps.metadata.outputs.tags }}
         continue-on-error: true
       - name: Login to the GitHub Container Registry
-        uses: docker/login-action@v1
+        uses: docker/login-action@dd4fa0671be5250ee6f50aedf4cb05514abda2c7 # v1.14.1
         if: ${{ github.event_name == 'release' }}
         with:
           registry: ghcr.io
@@ -148,7 +148,7 @@ jobs:
           password: ${{ secrets.GITHUB_TOKEN }}
       - name: Build and push
         id: docker_build
-        uses: docker/build-push-action@v2
+        uses: docker/build-push-action@ac9327eae2b366085ac7f6a2d02df8aa8ead720a # v2.10.0
         with:
           platforms: ${{ matrix.platforms }}
           context: .
@@ -190,7 +190,7 @@ jobs:
             superbench/main:cuda13.0-arm64
     steps:
     - name: Checkout
-      uses: actions/checkout@v4
+      uses: actions/checkout@11d5960a326750d5838078e36cf38b85af677262 # v4.4.0
     - name: Prepare metadata
       id: metadata
       run: |
@@ -224,17 +224,17 @@ jobs:
     - name: Echo image sourcs
       run: echo ${{ steps.metadata.outputs.sources }}
     - name: Set up QEMU
-      uses: docker/setup-qemu-action@v3
+      uses: docker/setup-qemu-action@c7c53464625b32c7a7e944ae62b3e17d2b600130 # v3.7.0
     - name: Set up Docker Buildx
-      uses: docker/setup-buildx-action@v3
+      uses: docker/setup-buildx-action@8d2750c68a42422c14e847fe6c8ac0403b4cbd6f # v3.12.0
     - name: Login to Docker Hub
-      uses: docker/login-action@v3
+      uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
       if: ${{ github.event_name != 'pull_request' }}
       with:
         username: ${{ secrets.DOCKERHUB_USERNAME }}
         password: ${{ secrets.DOCKERHUB_TOKEN }}
     - name: Login to the GitHub Container Registry
-      uses: docker/login-action@v3
+      uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
       if: ${{ github.event_name == 'release' }}
       with:
         registry: ghcr.io
diff --git a/.github/workflows/build-win.yml b/.github/workflows/build-win.yml
index 252783421..7747dd121 100644
--- a/.github/workflows/build-win.yml
+++ b/.github/workflows/build-win.yml
@@ -16,7 +16,7 @@ jobs:
     runs-on: [self-hosted, windows, x64, win2004]
     steps:
     - name: Checkout
-      uses: actions/checkout@v2
+      uses: actions/checkout@0717577d45739eb3c851188b29f50ed6c0b2194e # v2.8.0
       with:
         submodules: true
     - name: Clearnup docker data
diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml
index ef903240c..97ea15798 100644
--- a/.github/workflows/codeql-analysis.yml
+++ b/.github/workflows/codeql-analysis.yml
@@ -28,15 +28,15 @@ jobs:
           - javascript
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@a37ce9120846195fa4ece8f58b268e6043cb2f26 # v3.7.0
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@v3
+        uses: github/codeql-action/init@c4dd10e44af883a891fe31ced449bcb4a6728b9b # v3.37.6
         with:
           languages: ${{ matrix.language }}
       - name: Autobuild
-        uses: github/codeql-action/autobuild@v3
+        uses: github/codeql-action/autobuild@c4dd10e44af883a891fe31ced449bcb4a6728b9b # v3.37.6
       - name: Perform CodeQL Analysis
-        uses: github/codeql-action/analyze@v3
+        uses: github/codeql-action/analyze@c4dd10e44af883a891fe31ced449bcb4a6728b9b # v3.37.6
   analyze-cpp:
     name: CodeQL analyze cpp
     runs-on: ubuntu-latest
@@ -48,16 +48,16 @@ jobs:
       security-events: write
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@a37ce9120846195fa4ece8f58b268e6043cb2f26 # v3.7.0
       - name: Install Dependency
         run: |
           DEBIAN_FRONTEND=noninteractive apt-get update
           DEBIAN_FRONTEND=noninteractive apt-get install -y ffmpeg libavcodec-dev libavformat-dev libavutil-dev libswresample-dev sudo
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@v3
+        uses: github/codeql-action/init@c4dd10e44af883a891fe31ced449bcb4a6728b9b # v3.37.6
         with:
           languages: cpp
       - name: Build
         run: make cppbuild -j
       - name: Perform CodeQL Analysis
-        uses: github/codeql-action/analyze@v3
+        uses: github/codeql-action/analyze@c4dd10e44af883a891fe31ced449bcb4a6728b9b # v3.37.6
diff --git a/.github/workflows/gh-pages.yml b/.github/workflows/gh-pages.yml
index 5cb2b34fa..602011003 100644
--- a/.github/workflows/gh-pages.yml
+++ b/.github/workflows/gh-pages.yml
@@ -14,9 +14,9 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@v2
+        uses: actions/checkout@0717577d45739eb3c851188b29f50ed6c0b2194e # v2.8.0
       - name: Setup nodejs
-        uses: actions/setup-node@v2
+        uses: actions/setup-node@7c12f8017d5436eb855f1ed4399f037a36fbd9e8 # v2.5.2
         with:
           node-version: '14'
       - name: Test docs build
@@ -25,7 +25,7 @@ jobs:
           npm ci
           npm run build
       - name: Prepare ssh key
-        uses: webfactory/ssh-agent@v0.5.0
+        uses: webfactory/ssh-agent@6b2f2c5354ff41f1edbbf7a17ea9b6178c89be9f # v0.5.0
         if: ${{ github.event_name == 'push' }}
         with:
           ssh-private-key: ${{ secrets.GH_PAGES_KEY }}
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 83cbb1fb0..0d3d26e81 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -12,7 +12,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
     - name: Checkout
-      uses: actions/checkout@v2
+      uses: actions/checkout@0717577d45739eb3c851188b29f50ed6c0b2194e # v2.8.0
     - name: Install misspell
       run: |
         go install github.com/client9/misspell/cmd/misspell@v0.3.4
@@ -29,7 +29,7 @@ jobs:
         sudo apt-get install -y clang-format-14
         sudo ln -sf /usr/bin/clang-format-14 /usr/bin/clang-format
     - name: Checkout
-      uses: actions/checkout@v2
+      uses: actions/checkout@0717577d45739eb3c851188b29f50ed6c0b2194e # v2.8.0
     - name: Echo clang-format version
       run: |
         clang-format --version