diff --git a/.github/workflows/matlab.yml b/.github/workflows/matlab.yml
index b3f538d0cac7..25b1155241a4 100644
--- a/.github/workflows/matlab.yml
+++ b/.github/workflows/matlab.yml
@@ -57,7 +57,7 @@ jobs:
       - name: Install ninja-build
         run: sudo apt-get install ninja-build
       - name: Install MATLAB
-        uses: matlab-actions/setup-matlab@v2
+        uses: matlab-actions/setup-matlab@aa8bbc7b76daa63c5d456d1430cbd6cb5b626ab4
         with:
           release: R2025b
       - name: Install ccache
@@ -82,7 +82,7 @@ jobs:
           # Add the installation directory to the MATLAB Search Path by
           # setting the MATLABPATH environment variable.
           MATLABPATH: matlab/install/arrow_matlab
-        uses: matlab-actions/run-tests@v2
+        uses: matlab-actions/run-tests@4a3d2e8bdc811f72defb8122e46a009312acc198
         with:
           select-by-folder: matlab/test
           strict: true
@@ -105,7 +105,7 @@ jobs:
       - name: Install ninja-build
         run: brew install ninja
       - name: Install MATLAB
-        uses: matlab-actions/setup-matlab@v2
+        uses: matlab-actions/setup-matlab@aa8bbc7b76daa63c5d456d1430cbd6cb5b626ab4
         with:
           release: R2025b
       - name: Install ccache
@@ -130,7 +130,7 @@ jobs:
           # Add the installation directory to the MATLAB Search Path by
           # setting the MATLABPATH environment variable.
           MATLABPATH: matlab/install/arrow_matlab
-        uses: matlab-actions/run-tests@v2
+        uses: matlab-actions/run-tests@4a3d2e8bdc811f72defb8122e46a009312acc198
         with:
           select-by-folder: matlab/test
           strict: true
@@ -144,7 +144,7 @@ jobs:
         with:
           fetch-depth: 0
       - name: Install MATLAB
-        uses: matlab-actions/setup-matlab@v2
+        uses: matlab-actions/setup-matlab@aa8bbc7b76daa63c5d456d1430cbd6cb5b626ab4
         with:
           release: R2025b
       - name: Install ccache
@@ -174,7 +174,7 @@ jobs:
           # Add the installation directory to the MATLAB Search Path by
           # setting the MATLABPATH environment variable.
           MATLABPATH: matlab/install/arrow_matlab
-        uses: matlab-actions/run-tests@v2
+        uses: matlab-actions/run-tests@4a3d2e8bdc811f72defb8122e46a009312acc198
         with:
           select-by-folder: matlab/test
           strict: true
diff --git a/dev/tasks/matlab/github.yml b/dev/tasks/matlab/github.yml
index 77f3056c362a..7fbbdd012717 100644
--- a/dev/tasks/matlab/github.yml
+++ b/dev/tasks/matlab/github.yml
@@ -29,7 +29,7 @@ jobs:
       - name: Install ninja-build
         run: sudo apt-get update && sudo apt-get install ninja-build
       - name: Install MATLAB
-        uses: matlab-actions/setup-matlab@v2
+        uses: matlab-actions/setup-matlab@aa8bbc7b76daa63c5d456d1430cbd6cb5b626ab4
         with:
           release: R2025b
       - name: Build MATLAB Interface
@@ -71,7 +71,7 @@ jobs:
       - name: Install ninja-build
         run: brew install ninja
       - name: Install MATLAB
-        uses: matlab-actions/setup-matlab@v2
+        uses: matlab-actions/setup-matlab@aa8bbc7b76daa63c5d456d1430cbd6cb5b626ab4
         with:
           release: R2025b
       - name: Build MATLAB Interface
@@ -97,7 +97,7 @@ jobs:
     steps:
       {{ macros.github_checkout_arrow()|indent }}
       - name: Install MATLAB
-        uses: matlab-actions/setup-matlab@v2
+        uses: matlab-actions/setup-matlab@aa8bbc7b76daa63c5d456d1430cbd6cb5b626ab4
         with:
           release: R2025b
       - name: Install sccache
@@ -144,7 +144,7 @@ jobs:
           cp arrow/LICENSE.txt arrow/matlab/install/arrow_matlab/LICENSE.txt
           cp arrow/NOTICE.txt arrow/matlab/install/arrow_matlab/NOTICE.txt
       - name: Install MATLAB
-        uses: matlab-actions/setup-matlab@v2
+        uses: matlab-actions/setup-matlab@aa8bbc7b76daa63c5d456d1430cbd6cb5b626ab4
         with:
           release: R2025b
       - name: Run commands