diff --git a/.github/workflows/check_tflite_files.yml b/.github/workflows/check_tflite_files.yml
index 6c0dcd56178..867dfe29654 100644
--- a/.github/workflows/check_tflite_files.yml
+++ b/.github/workflows/check_tflite_files.yml
@@ -21,7 +21,7 @@ jobs:
     runs-on: ubuntu-latest
     name: Check PR Modifies TfLite Files
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
 
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 9412ee28f4b..b58bd4da8f6 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -28,10 +28,10 @@ jobs:
 
     name: Bazel (presubmit)
     steps:
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - name: Install dependencies
@@ -48,10 +48,10 @@ jobs:
 
     name: Bazel with Compression (presubmit)
     steps:
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - name: Install dependencies
@@ -68,10 +68,10 @@ jobs:
 
     name: Bazel msan (presubmit)
     steps:
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - name: Install dependencies
@@ -93,10 +93,10 @@ jobs:
 
     name: Bazel with Compression [msan] (presubmit)
     steps:
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - name: Install dependencies
@@ -118,10 +118,10 @@ jobs:
 
     name: Bazel asan (presubmit)
     steps:
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - name: Install dependencies
@@ -143,10 +143,10 @@ jobs:
 
     name: Bazel with Compression [asan] (presubmit)
     steps:
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - name: Install dependencies
@@ -170,10 +170,10 @@ jobs:
   #
   #   name: Bazel ubsan (presubmit)
   #   steps:
-  #     - uses: actions/setup-python@v4
+  #     - uses: actions/setup-python@v6
   #       with:
   #         python-version: '3.10'
-  #     - uses: actions/checkout@v3
+  #     - uses: actions/checkout@v6
   #       with:
   #         ref: ${{ inputs.trigger-sha }}
   #     - name: Install dependencies
@@ -195,10 +195,10 @@ jobs:
 
     name: Cortex-M Bluepill Release (presubmit)
     steps:
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - name: Install dependencies
@@ -215,10 +215,10 @@ jobs:
 
     name: Cortex-M Bluepill No Release (presubmit)
     steps:
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - name: Install dependencies
@@ -235,10 +235,10 @@ jobs:
 
     name: Cortex-M Bluepill Renode (presubmit)
     steps:
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - name: Install dependencies
@@ -255,10 +255,10 @@ jobs:
 
     name: Cortex-M QEMU Unit Tests (presubmit)
     steps:
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - name: Test
@@ -271,10 +271,10 @@ jobs:
 
     name: Code Style (presubmit)
     steps:
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - name: Check
@@ -287,10 +287,10 @@ jobs:
 
     name: Project Generation (presubmit)
     steps:
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - name: Install dependencies
@@ -307,10 +307,10 @@ jobs:
 
     name: Makefile x86 Release (presubmit)
     steps:
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - name: Install dependencies
@@ -328,10 +328,10 @@ jobs:
 
     name: Makefile x86 Default (presubmit)
     steps:
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - name: Install dependencies
@@ -349,10 +349,10 @@ jobs:
 
     name: Makefile x86 with Compression (presubmit)
     steps:
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - name: Install dependencies
@@ -370,10 +370,10 @@ jobs:
 
     name: Makefile x86 Out Of Tree (presubmit)
     steps:
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - name: Install dependencies
@@ -391,10 +391,10 @@ jobs:
 
     name: Makefile x86 No TFLite Static Memory (presubmit)
     steps:
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - name: Install dependencies
diff --git a/.github/workflows/cortex_m.yml b/.github/workflows/cortex_m.yml
index 2be7ca131ac..84dc5aec563 100644
--- a/.github/workflows/cortex_m.yml
+++ b/.github/workflows/cortex_m.yml
@@ -39,11 +39,11 @@ jobs:
 
     name: Cortex-M Generic
     steps:
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
 
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
 
@@ -67,11 +67,11 @@ jobs:
 
     name: Cortex-M Corstone 300 (FVP)
     steps:
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
 
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
 
diff --git a/.github/workflows/cortex_m_arm_compiler.yml b/.github/workflows/cortex_m_arm_compiler.yml
index 8596654304f..387800462e6 100644
--- a/.github/workflows/cortex_m_arm_compiler.yml
+++ b/.github/workflows/cortex_m_arm_compiler.yml
@@ -38,11 +38,11 @@ jobs:
     name: Cortex-M Generic
     steps:
       - name: Checkout repo
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
 
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
 
@@ -77,11 +77,11 @@ jobs:
     steps:
 
       - name: Checkout repo
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
 
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
 
@@ -102,7 +102,7 @@ jobs:
         run: |
           tensorflow/lite/micro/tools/ci_build/test_cortex_m_corstone_300.sh armclang
 
-      - uses: actions/upload-artifact@v4
+      - uses: actions/upload-artifact@v6
         with:
           name: my-artifact
           path: |
diff --git a/.github/workflows/generate_integration_tests.yml b/.github/workflows/generate_integration_tests.yml
index 74ed9448e76..a79c852ac67 100644
--- a/.github/workflows/generate_integration_tests.yml
+++ b/.github/workflows/generate_integration_tests.yml
@@ -23,10 +23,10 @@ jobs:
       (github.event_name == 'schedule' && github.repository == 'tensorflow/tflite-micro')
     name: Generate Integration Tests
     steps:
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v6
       - name: Install dependencies
         run: |
           pip3 install Pillow
diff --git a/.github/workflows/hexagon.yml b/.github/workflows/hexagon.yml
index ed83a16e7d6..d260efe8101 100644
--- a/.github/workflows/hexagon.yml
+++ b/.github/workflows/hexagon.yml
@@ -25,7 +25,7 @@ jobs:
 
     name: Hexagon Build Test (presubmit)
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - run: |
diff --git a/.github/workflows/issue_on_error.yml b/.github/workflows/issue_on_error.yml
index 103ef6f00fb..ea290c754ad 100644
--- a/.github/workflows/issue_on_error.yml
+++ b/.github/workflows/issue_on_error.yml
@@ -45,7 +45,7 @@ jobs:
     runs-on: ubuntu-latest
     name: Error Trap
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v6
       - name: Run Reporting Script
         env:
           REPO: ${{ inputs.repo }}
diff --git a/.github/workflows/log_binary_size_pr.yml b/.github/workflows/log_binary_size_pr.yml
index 63615e7fd05..7bd4ecd6a8b 100644
--- a/.github/workflows/log_binary_size_pr.yml
+++ b/.github/workflows/log_binary_size_pr.yml
@@ -38,7 +38,7 @@ jobs:
       (github.event_name == 'pull_request' && contains(github.event.pull_request.labels.*.name, 'ci:test')) ||
       github.event_name == 'schedule'
     steps:
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@v6
       with:
         fetch-depth: 0
         token: ${{ secrets.TFLM_BOT_REPO_TOKEN }}
diff --git a/.github/workflows/pypi_build.yml b/.github/workflows/pypi_build.yml
index 90eec1aba8f..8740e7cac5c 100644
--- a/.github/workflows/pypi_build.yml
+++ b/.github/workflows/pypi_build.yml
@@ -29,7 +29,7 @@ jobs:
   pypi-build:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v6
         with:
           token: ${{ secrets.TFLM_BOT_REPO_TOKEN }}
       - name: Build Wheel 3.10
diff --git a/.github/workflows/riscv.yml b/.github/workflows/riscv.yml
index e1d4f62828f..900a21e5203 100644
--- a/.github/workflows/riscv.yml
+++ b/.github/workflows/riscv.yml
@@ -19,10 +19,10 @@ jobs:
 
     name: RISC-V Continuous Builds
     steps:
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v6
       - name: Test
         uses: docker://ghcr.io/tflm-bot/tflm-ci:0.6.5
         with:
diff --git a/.github/workflows/riscv_postmerge.yml b/.github/workflows/riscv_postmerge.yml
index 634b1d6bf6a..dfb8b7e2004 100644
--- a/.github/workflows/riscv_postmerge.yml
+++ b/.github/workflows/riscv_postmerge.yml
@@ -25,10 +25,10 @@ jobs:
 
     name: RISC-V Tests (postmerge)
     steps:
-    - uses: actions/setup-python@v4
+    - uses: actions/setup-python@v6
       with:
         python-version: '3.10'
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@v6
       with:
         ref: ${{ inputs.trigger-sha }}
     - name: Test
diff --git a/.github/workflows/stale_handler.yml b/.github/workflows/stale_handler.yml
index d6c3fa7ba21..1c6677ef6b8 100644
--- a/.github/workflows/stale_handler.yml
+++ b/.github/workflows/stale_handler.yml
@@ -9,7 +9,7 @@ jobs:
   stale:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/stale@v7
+      - uses: actions/stale@v10
         with:
           stale-issue-message: >
             "This issue is being marked as stale due to inactivity. Remove label or 
diff --git a/.github/workflows/sync.yml b/.github/workflows/sync.yml
index 7e488c9bb32..ae06fbc3d09 100644
--- a/.github/workflows/sync.yml
+++ b/.github/workflows/sync.yml
@@ -24,10 +24,10 @@ jobs:
       (github.event_name == 'schedule' && github.repository == 'tensorflow/tflite-micro')
 
     steps:
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v6
         with:
           token: ${{ secrets.TFLM_BOT_REPO_TOKEN }}
 
diff --git a/.github/workflows/tests_entry.yml b/.github/workflows/tests_entry.yml
index 1ed4de16210..d1bb7579655 100644
--- a/.github/workflows/tests_entry.yml
+++ b/.github/workflows/tests_entry.yml
@@ -42,7 +42,7 @@ jobs:
         if: ${{ (contains(github.event.pull_request.labels.*.name, 'ci:ready_to_merge') &&
             (github.event.action == 'synchronize') &&
             !(github.event.sender.login == 'mergify[bot]')) }}
-        uses: actions/github-script@v5
+        uses: actions/github-script@v8
         with:
           github-token: ${{ secrets.TFLM_BOT_REPO_TOKEN }}
           script: |
@@ -63,7 +63,7 @@ jobs:
       - name: remove-cirun
         if: github.event.action == 'labeled' &&
             github.event.label.name == 'ci:run'
-        uses: actions/github-script@v5
+        uses: actions/github-script@v8
         with:
           github-token: ${{ secrets.TFLM_BOT_REPO_TOKEN }}
           script: |
@@ -82,7 +82,7 @@ jobs:
       - name: remove-cirun-full
         if: github.event.action == 'labeled' &&
             github.event.label.name == 'ci:run_full'
-        uses: actions/github-script@v5
+        uses: actions/github-script@v8
         with:
           github-token: ${{ secrets.TFLM_BOT_REPO_TOKEN }}
           script: |
diff --git a/.github/workflows/tests_post.yml b/.github/workflows/tests_post.yml
index d15b0921840..c6050c4ed40 100644
--- a/.github/workflows/tests_post.yml
+++ b/.github/workflows/tests_post.yml
@@ -17,7 +17,7 @@ jobs:
       - name: remove-cirun-full
         if: github.event.action == 'labeled' &&
             github.event.label.name == 'ci:run_full'
-        uses: actions/github-script@v5
+        uses: actions/github-script@v8
         with:
           github-token: ${{ secrets.TFLM_BOT_REPO_TOKEN }}
           script: |
diff --git a/.github/workflows/xtensa_postmerge.yml b/.github/workflows/xtensa_postmerge.yml
index d91cc945200..c5b03f1ada0 100644
--- a/.github/workflows/xtensa_postmerge.yml
+++ b/.github/workflows/xtensa_postmerge.yml
@@ -25,7 +25,7 @@ jobs:
 
     name: Fusion F1 Unit Tests (postmerge)
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - run: |
@@ -40,7 +40,7 @@ jobs:
 
     name: Vision P6 Unit Tests (postmerge)
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - run: |
@@ -55,7 +55,7 @@ jobs:
 
     name: Hifimini Unit Tests (postmerge)
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - run: |
diff --git a/.github/workflows/xtensa_presubmit.yml b/.github/workflows/xtensa_presubmit.yml
index 9168a0f9a39..70db093617c 100644
--- a/.github/workflows/xtensa_presubmit.yml
+++ b/.github/workflows/xtensa_presubmit.yml
@@ -26,7 +26,7 @@ jobs:
 
     name: Vision P6 Build (presubmit)
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - run: |
@@ -41,7 +41,7 @@ jobs:
 
     name: Hifi5 Unit Tests (presubmit)
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - run: |
@@ -56,7 +56,7 @@ jobs:
 
     name: Hifi5 Unit Tests with Compression (presubmit)
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - run: |
@@ -71,7 +71,7 @@ jobs:
 
     name: Hifi3z Unit Tests (presubmit)
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - run: |
@@ -86,7 +86,7 @@ jobs:
 
     name: Hifi3z Unit Tests with Compression (presubmit)
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v6
         with:
           ref: ${{ inputs.trigger-sha }}
       - run: |