diff --git a/.github/workflows/ci-deepspeech-v3.yml b/.github/workflows/ci-deepspeech-v3.yml
index 2ea4ecefd1..fb9f3f931c 100644
--- a/.github/workflows/ci-deepspeech-v3.yml
+++ b/.github/workflows/ci-deepspeech-v3.yml
@@ -28,7 +28,7 @@ jobs:
     container: adversarialrobustnesstoolbox/art_testing_envs:deepspeech_v3_torch_2_1_1
     steps:
       - name: Checkout Repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Run Test Action
         uses: ./.github/actions/deepspeech-v3
       - name: Upload coverage to Codecov
diff --git a/.github/workflows/ci-espresso.yml b/.github/workflows/ci-espresso.yml
index 273dde4695..2effe44b9b 100644
--- a/.github/workflows/ci-espresso.yml
+++ b/.github/workflows/ci-espresso.yml
@@ -28,7 +28,7 @@ jobs:
     container: adversarialrobustnesstoolbox/art_testing_envs:espresso
     steps:
       - name: Checkout Repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Run Test Action
         uses: ./.github/actions/espresso
       - name: Upload coverage to Codecov
diff --git a/.github/workflows/ci-goturn.yml b/.github/workflows/ci-goturn.yml
index c92185b01c..d5feb5e6a2 100644
--- a/.github/workflows/ci-goturn.yml
+++ b/.github/workflows/ci-goturn.yml
@@ -28,7 +28,7 @@ jobs:
     container: adversarialrobustnesstoolbox/art_testing_envs:goturn
     steps:
       - name: Checkout Repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Run Test Action
         uses: ./.github/actions/goturn
       - name: Upload coverage to Codecov
diff --git a/.github/workflows/ci-huggingface.yml b/.github/workflows/ci-huggingface.yml
index aec027f019..a7fe454271 100644
--- a/.github/workflows/ci-huggingface.yml
+++ b/.github/workflows/ci-huggingface.yml
@@ -39,7 +39,7 @@ jobs:
     name: ${{ matrix.name }}
     steps:
       - name: Checkout Repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
diff --git a/.github/workflows/ci-keras.yml b/.github/workflows/ci-keras.yml
index 7bbeaca0ba..2bbdd92279 100644
--- a/.github/workflows/ci-keras.yml
+++ b/.github/workflows/ci-keras.yml
@@ -50,7 +50,7 @@ jobs:
     name: ${{ matrix.name }}
     steps:
       - name: Checkout Repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
diff --git a/.github/workflows/ci-legacy.yml b/.github/workflows/ci-legacy.yml
index c1e7cb89b4..0def1eae2e 100644
--- a/.github/workflows/ci-legacy.yml
+++ b/.github/workflows/ci-legacy.yml
@@ -42,7 +42,7 @@ jobs:
     name: Run ${{ matrix.module }} ${{ matrix.name }} Tests
     steps:
       - name: Checkout Repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
diff --git a/.github/workflows/ci-lingvo.yml b/.github/workflows/ci-lingvo.yml
index 181c91f89c..a7479e8183 100644
--- a/.github/workflows/ci-lingvo.yml
+++ b/.github/workflows/ci-lingvo.yml
@@ -39,7 +39,7 @@ jobs:
     name: Run ${{ matrix.name }} Tests
     steps:
       - name: Checkout Repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
diff --git a/.github/workflows/ci-mxnet.yml b/.github/workflows/ci-mxnet.yml
index 580cfd059a..4a2bbdf954 100644
--- a/.github/workflows/ci-mxnet.yml
+++ b/.github/workflows/ci-mxnet.yml
@@ -35,7 +35,7 @@ jobs:
     name: Run ${{ matrix.name }} Tests
     steps:
       - name: Checkout Repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
diff --git a/.github/workflows/ci-pytorch-object-detectors.yml b/.github/workflows/ci-pytorch-object-detectors.yml
index 049efc7cb7..2366c2902c 100644
--- a/.github/workflows/ci-pytorch-object-detectors.yml
+++ b/.github/workflows/ci-pytorch-object-detectors.yml
@@ -29,7 +29,7 @@ jobs:
       fail-fast: false
     steps:
       - name: Checkout Repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
diff --git a/.github/workflows/ci-pytorch.yml b/.github/workflows/ci-pytorch.yml
index 2376a0647e..6eebba18a7 100644
--- a/.github/workflows/ci-pytorch.yml
+++ b/.github/workflows/ci-pytorch.yml
@@ -44,7 +44,7 @@ jobs:
     name: ${{ matrix.name }}
     steps:
       - name: Checkout Repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
diff --git a/.github/workflows/ci-scikit-learn.yml b/.github/workflows/ci-scikit-learn.yml
index c477656bd5..aa569b5d2e 100644
--- a/.github/workflows/ci-scikit-learn.yml
+++ b/.github/workflows/ci-scikit-learn.yml
@@ -48,7 +48,7 @@ jobs:
     name: ${{ matrix.name }}
     steps:
       - name: Checkout Repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
diff --git a/.github/workflows/ci-style-checks.yml b/.github/workflows/ci-style-checks.yml
index 636dc6a7f0..c2ca5c53d3 100644
--- a/.github/workflows/ci-style-checks.yml
+++ b/.github/workflows/ci-style-checks.yml
@@ -27,7 +27,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout Repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
diff --git a/.github/workflows/ci-tensorflow-v1.yml b/.github/workflows/ci-tensorflow-v1.yml
index f1654814a9..871cbac5b5 100644
--- a/.github/workflows/ci-tensorflow-v1.yml
+++ b/.github/workflows/ci-tensorflow-v1.yml
@@ -38,7 +38,7 @@ jobs:
     name: ${{ matrix.name }}
     steps:
       - name: Checkout Repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
diff --git a/.github/workflows/ci-tensorflow-v2.yml b/.github/workflows/ci-tensorflow-v2.yml
index 91753e68da..2278c57c19 100644
--- a/.github/workflows/ci-tensorflow-v2.yml
+++ b/.github/workflows/ci-tensorflow-v2.yml
@@ -53,7 +53,7 @@ jobs:
     name: ${{ matrix.name }}
     steps:
       - name: Checkout Repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
diff --git a/.github/workflows/ci-tf-faster-rcnn.yml b/.github/workflows/ci-tf-faster-rcnn.yml
index 9221006bec..e9a3a85ed8 100644
--- a/.github/workflows/ci-tf-faster-rcnn.yml
+++ b/.github/workflows/ci-tf-faster-rcnn.yml
@@ -28,7 +28,7 @@ jobs:
     container: minhitbk/art_testing_envs:tf_fasterrcnn
     steps:
       - name: Checkout Repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Run Test Action
         uses: ./.github/actions/tf-faster-rcnn
       - name: Upload coverage to Codecov
diff --git a/.github/workflows/ci-tfv2-faster-rcnn.yml b/.github/workflows/ci-tfv2-faster-rcnn.yml
index 2cf2a2e878..bff612012c 100644
--- a/.github/workflows/ci-tfv2-faster-rcnn.yml
+++ b/.github/workflows/ci-tfv2-faster-rcnn.yml
@@ -28,7 +28,7 @@ jobs:
     container: adversarialrobustnesstoolbox/art_testing_envs:tfv2-faster-rcnn
     steps:
       - name: Checkout Repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Run Test Action
         uses: ./.github/actions/tfv2-faster-rcnn
       - name: Upload coverage to Codecov
diff --git a/.github/workflows/ci-yolo.yml b/.github/workflows/ci-yolo.yml
index eb40e9c51e..c1f62b71d3 100644
--- a/.github/workflows/ci-yolo.yml
+++ b/.github/workflows/ci-yolo.yml
@@ -28,7 +28,7 @@ jobs:
     container: adversarialrobustnesstoolbox/art_testing_envs:yolo
     steps:
       - name: Checkout Repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Run Test Action
         uses: ./.github/actions/yolo
       - name: Upload coverage to Codecov
diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml
index 91066aeb9c..69c4a44fa7 100644
--- a/.github/workflows/codeql-analysis.yml
+++ b/.github/workflows/codeql-analysis.yml
@@ -32,7 +32,7 @@ jobs:
 
     steps:
     - name: Checkout repository
-      uses: actions/checkout@v3
+      uses: actions/checkout@v4
 
     # Initializes the CodeQL tools for scanning.
     - name: Initialize CodeQL
diff --git a/.github/workflows/dockerhub.yml b/.github/workflows/dockerhub.yml
index 4615ad0090..b95f71805a 100644
--- a/.github/workflows/dockerhub.yml
+++ b/.github/workflows/dockerhub.yml
@@ -21,7 +21,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Check out the repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Log in to Docker Hub
         uses: docker/login-action@343f7c4344506bcbf9b4de18042ae17996df046d