diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 22cb247a7..495995d05 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -59,7 +59,7 @@ jobs:
         run: |
           python -m pip install --require-hashes -r CI/requirements_ci.txt
       - name: Environment Caching
-        uses: actions/cache@0c45773b623bea8c8e75f6c82b208c3cf94ea4f9 # v4.0.2
+        uses: actions/cache@2cdf405574d6ef1f33a1d12acccd3ae82f47b3f2 # v4.1.0
         with:
           path: |
             ${{ matrix.testdata-cache }}
@@ -105,7 +105,7 @@ jobs:
         run: |
           python -m pip install --require-hashes -r CI/requirements_ci.txt
       - name: Environment Caching
-        uses: actions/cache@0c45773b623bea8c8e75f6c82b208c3cf94ea4f9 # v4.0.2
+        uses: actions/cache@2cdf405574d6ef1f33a1d12acccd3ae82f47b3f2 # v4.1.0
         with:
           path: |
             ${{ matrix.testdata-cache }}
@@ -210,7 +210,7 @@ jobs:
       - name: Environment Caching
         # if prefetch is not in tox-env
         if: contains(matrix.tox-env, 'prefetch') == false
-        uses: actions/cache@0c45773b623bea8c8e75f6c82b208c3cf94ea4f9 # v4.0.2
+        uses: actions/cache@2cdf405574d6ef1f33a1d12acccd3ae82f47b3f2 # v4.1.0
         with:
           path: |
             ${{ matrix.testdata-cache }}
@@ -280,7 +280,7 @@ jobs:
         run: |
           echo "micromamba: $(micromamba --version)"
       - name: Test Data Caching
-        uses: actions/cache@0c45773b623bea8c8e75f6c82b208c3cf94ea4f9 # v4.0.2
+        uses: actions/cache@2cdf405574d6ef1f33a1d12acccd3ae82f47b3f2 # v4.1.0
         with:
           path: |
             ${{ matrix.testdata-cache }}
diff --git a/.github/workflows/publish-pypi.yml b/.github/workflows/publish-pypi.yml
index add6c3013..eceb2bab7 100644
--- a/.github/workflows/publish-pypi.yml
+++ b/.github/workflows/publish-pypi.yml
@@ -40,4 +40,4 @@ jobs:
         run: |
           python -m flit build
       - name: Publish distribution 📦 to PyPI
-        uses: pypa/gh-action-pypi-publish@897895f1e160c830e369f9779632ebc134688e1b # v1.10.2
+        uses: pypa/gh-action-pypi-publish@f7600683efdcb7656dec5b29656edb7bc586e597 # v1.10.3
diff --git a/.github/workflows/tag-testpypi.yml b/.github/workflows/tag-testpypi.yml
index 1770e6688..905484083 100644
--- a/.github/workflows/tag-testpypi.yml
+++ b/.github/workflows/tag-testpypi.yml
@@ -40,7 +40,7 @@ jobs:
         run: |
           python -m flit build
       - name: Publish distribution 📦 to Test PyPI
-        uses: pypa/gh-action-pypi-publish@897895f1e160c830e369f9779632ebc134688e1b # v1.10.2
+        uses: pypa/gh-action-pypi-publish@f7600683efdcb7656dec5b29656edb7bc586e597 # v1.10.3
         with:
           repository-url: https://test.pypi.org/legacy/
           skip-existing: true
diff --git a/.github/workflows/upstream.yml b/.github/workflows/upstream.yml
index 7e0bf18e2..a382c9c9a 100644
--- a/.github/workflows/upstream.yml
+++ b/.github/workflows/upstream.yml
@@ -85,7 +85,7 @@ jobs:
           xclim show_version_info
           python -m pip check || true
       - name: Test Data Caching
-        uses: actions/cache@0c45773b623bea8c8e75f6c82b208c3cf94ea4f9 # v4.0.2
+        uses: actions/cache@2cdf405574d6ef1f33a1d12acccd3ae82f47b3f2 # v4.1.0
         with:
           path: |
             ${{ matrix.testdata-cache }}