diff --git a/.github/workflows/dev.yml b/.github/workflows/dev.yml
index 2111f47254..f23c4e5e2f 100644
--- a/.github/workflows/dev.yml
+++ b/.github/workflows/dev.yml
@@ -42,7 +42,7 @@ jobs:
         with:
           python-version: '3.x'
       - name: pre-commit (cache)
-        uses: actions/cache@9255dc7a253b0ccc959486e2bca901246202afeb # v5.0.1
+        uses: actions/cache@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
         with:
           path: ~/.cache/pre-commit
           key: pre-commit-${{ hashFiles('.pre-commit-config.yaml') }}
diff --git a/.github/workflows/rc.yml b/.github/workflows/rc.yml
index f0e99f1219..79c4476345 100644
--- a/.github/workflows/rc.yml
+++ b/.github/workflows/rc.yml
@@ -133,7 +133,7 @@ jobs:
           username: ${{ github.actor }}
           password: ${{ secrets.GITHUB_TOKEN }}
       - name: Cache
-        uses: actions/cache@9255dc7a253b0ccc959486e2bca901246202afeb # v5.0.1
+        uses: actions/cache@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
         with:
           path: .docker
           key: jni-linux-${{ matrix.platform.arch }}-${{ hashFiles('arrow/cpp/**') }}
@@ -264,7 +264,7 @@ jobs:
         run: |
           echo "CCACHE_DIR=${PWD}/ccache" >> ${GITHUB_ENV}
       - name: Cache ccache
-        uses: actions/cache@9255dc7a253b0ccc959486e2bca901246202afeb # v5.0.1
+        uses: actions/cache@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
         with:
           path: ccache
           key: jni-macos-${{ matrix.platform.arch }}-${{ hashFiles('arrow/cpp/**') }}
@@ -340,7 +340,7 @@ jobs:
         run: |
           echo "CCACHE_DIR=${PWD}/ccache" >> ${GITHUB_ENV}
       - name: Cache ccache
-        uses: actions/cache@9255dc7a253b0ccc959486e2bca901246202afeb # v5.0.1
+        uses: actions/cache@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
         with:
           path: ccache
           key: jni-windows-${{ matrix.platform.arch }}-${{ hashFiles('arrow/cpp/**') }}
@@ -414,7 +414,7 @@ jobs:
           repository: apache/arrow-testing
           path: testing
       - name: Cache ~/.m2
-        uses: actions/cache@9255dc7a253b0ccc959486e2bca901246202afeb # v5.0.1
+        uses: actions/cache@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
         with:
           path: ~/.m2
           key: binaries-build-${{ hashFiles('**/*.java', '**/pom.xml') }}
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 8c437a056d..1e4664237b 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -63,7 +63,7 @@ jobs:
           fetch-depth: 0
           submodules: recursive
       - name: Cache Docker Volumes
-        uses: actions/cache@v5
+        uses: actions/cache@v6
         with:
           path: .docker
           key: maven-${{ matrix.jdk }}-${{ matrix.maven }}-${{ hashFiles('compose.yaml', '**/pom.xml', '**/*.java') }}
@@ -190,7 +190,7 @@ jobs:
         run: |
           ci/scripts/util_free_space.sh
       - name: Cache Docker Volumes
-        uses: actions/cache@v5
+        uses: actions/cache@v6
         with:
           path: .docker
           key: integration-conda-${{ hashFiles('cpp/**') }}