diff --git a/.github/workflows/jvm_tests.yml b/.github/workflows/jvm_tests.yml
index 640e41bdbbfe..85a284e79329 100644
--- a/.github/workflows/jvm_tests.yml
+++ b/.github/workflows/jvm_tests.yml
@@ -32,7 +32,7 @@ jobs:
         use-mamba: true
 
     - name: Cache Maven packages
-      uses: actions/cache@13aacd865c20de90d75de3b17ebe84f7a17d57d2  # v4.0.0
+      uses: actions/cache@0c45773b623bea8c8e75f6c82b208c3cf94ea4f9  # v4.0.2
       with:
         path: ~/.m2
         key: ${{ runner.os }}-m2-${{ hashFiles('./jvm-packages/pom.xml') }}
diff --git a/.github/workflows/r_tests.yml b/.github/workflows/r_tests.yml
index f3d83b823aff..de93bd0f26e3 100644
--- a/.github/workflows/r_tests.yml
+++ b/.github/workflows/r_tests.yml
@@ -34,7 +34,7 @@ jobs:
         r-version: ${{ matrix.config.r }}
 
     - name: Cache R packages
-      uses: actions/cache@937d24475381cd9c75ae6db12cb4e79714b926ed # v3.0.11
+      uses: actions/cache@0c45773b623bea8c8e75f6c82b208c3cf94ea4f9 # v3.0.11
       with:
         path: ${{ env.R_LIBS_USER }}
         key: ${{ runner.os }}-r-${{ matrix.config.r }}-7-${{ hashFiles('R-package/DESCRIPTION') }}
@@ -78,7 +78,7 @@ jobs:
         r-version: ${{ matrix.config.r }}
 
     - name: Cache R packages
-      uses: actions/cache@937d24475381cd9c75ae6db12cb4e79714b926ed # v3.0.11
+      uses: actions/cache@0c45773b623bea8c8e75f6c82b208c3cf94ea4f9 # v3.0.11
       with:
         path: ${{ env.R_LIBS_USER }}
         key: ${{ runner.os }}-r-${{ matrix.config.r }}-7-${{ hashFiles('R-package/DESCRIPTION') }}