diff --git a/.github/workflows/calculate_dataset.yml b/.github/workflows/calculate_dataset.yml
index 0abcdf9..88d881e 100644
--- a/.github/workflows/calculate_dataset.yml
+++ b/.github/workflows/calculate_dataset.yml
@@ -27,7 +27,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@cb605e52c26070c328afc4562f0b4ada7618a84e # v2.10.4
+        uses: step-security/harden-runner@4d991eb9b905ef189e4c376166672c3f2f230481 # v2.11.0
         with:
           egress-policy: audit
 
@@ -44,7 +44,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@cb605e52c26070c328afc4562f0b4ada7618a84e # v2.10.4
+        uses: step-security/harden-runner@4d991eb9b905ef189e4c376166672c3f2f230481 # v2.11.0
         with:
           egress-policy: audit
 
@@ -59,7 +59,7 @@ jobs:
           version-type: strict
 
       - name: "Cache Deps & Build"
-        uses: actions/cache@1bd1e32a3bdc45362d1e726936510720a7c30a57 # v4.2.0
+        uses: actions/cache@0c907a75c2c80ebcb7f088228285e798b750cf8f # v4.2.1
         with:
           path: |
             _build
@@ -81,7 +81,7 @@ jobs:
           HEX_API_KEY: "${{ secrets.HEX_API_KEY }}"
 
       - name: "Upload Project Artifact"
-        uses: actions/upload-artifact@65c4c4a1ddee5b72f698fdd19549f0f0fb45cf08 # v4.6.0
+        uses: actions/upload-artifact@4cec3d8aa04e39d1a68397de0c4cd6fb9dce8ec1 # v4.6.1
         with:
           name: projects
           path: priv/data/projects/*
@@ -95,7 +95,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@cb605e52c26070c328afc4562f0b4ada7618a84e # v2.10.4
+        uses: step-security/harden-runner@4d991eb9b905ef189e4c376166672c3f2f230481 # v2.11.0
         with:
           egress-policy: audit
 
@@ -110,7 +110,7 @@ jobs:
           version-type: strict
 
       - name: "Cache Deps & Build"
-        uses: actions/cache@1bd1e32a3bdc45362d1e726936510720a7c30a57 # v4.2.0
+        uses: actions/cache@0c907a75c2c80ebcb7f088228285e798b750cf8f # v4.2.1
         with:
           path: |
             _build
@@ -131,7 +131,7 @@ jobs:
           DATASET_NAME: "${{ needs.define_name.outputs.dataset_name }}"
 
       - name: "Upload Badge Artifact"
-        uses: actions/upload-artifact@65c4c4a1ddee5b72f698fdd19549f0f0fb45cf08 # v4.6.0
+        uses: actions/upload-artifact@4cec3d8aa04e39d1a68397de0c4cd6fb9dce8ec1 # v4.6.1
         with:
           name: badges
           path: priv/data/badge/*
@@ -145,7 +145,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@cb605e52c26070c328afc4562f0b4ada7618a84e # v2.10.4
+        uses: step-security/harden-runner@4d991eb9b905ef189e4c376166672c3f2f230481 # v2.11.0
         with:
           egress-policy: audit
 
@@ -160,7 +160,7 @@ jobs:
           version-type: strict
 
       - name: "Cache Deps & Build"
-        uses: actions/cache@1bd1e32a3bdc45362d1e726936510720a7c30a57 # v4.2.0
+        uses: actions/cache@0c907a75c2c80ebcb7f088228285e798b750cf8f # v4.2.1
         with:
           path: |
             _build
@@ -187,7 +187,7 @@ jobs:
           DATASET_NAME: "${{ needs.define_name.outputs.dataset_name }}"
 
       - name: "Upload ScoreCard Artifact"
-        uses: actions/upload-artifact@65c4c4a1ddee5b72f698fdd19549f0f0fb45cf08 # v4.6.0
+        uses: actions/upload-artifact@4cec3d8aa04e39d1a68397de0c4cd6fb9dce8ec1 # v4.6.1
         with:
           name: scorecards
           path: priv/data/scorecard/*
@@ -206,7 +206,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@cb605e52c26070c328afc4562f0b4ada7618a84e # v2.10.4
+        uses: step-security/harden-runner@4d991eb9b905ef189e4c376166672c3f2f230481 # v2.11.0
         with:
           egress-policy: audit
 
@@ -221,7 +221,7 @@ jobs:
           version-type: strict
 
       - name: "Cache Deps & Build"
-        uses: actions/cache@1bd1e32a3bdc45362d1e726936510720a7c30a57 # v4.2.0
+        uses: actions/cache@0c907a75c2c80ebcb7f088228285e798b750cf8f # v4.2.1
         with:
           path: |
             _build
@@ -266,7 +266,7 @@ jobs:
           subject-path: 'priv/data/joined/${{ needs.define_name.outputs.dataset_name }}.parquet*'
 
       - name: "Upload Joined Artifact"
-        uses: actions/upload-artifact@65c4c4a1ddee5b72f698fdd19549f0f0fb45cf08 # v4.6.0
+        uses: actions/upload-artifact@4cec3d8aa04e39d1a68397de0c4cd6fb9dce8ec1 # v4.6.1
         with:
           name: joined
           path: 'priv/data/joined/${{ needs.define_name.outputs.dataset_name }}.parquet*'
@@ -285,7 +285,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@cb605e52c26070c328afc4562f0b4ada7618a84e # v2.10.4
+        uses: step-security/harden-runner@4d991eb9b905ef189e4c376166672c3f2f230481 # v2.11.0
         with:
           egress-policy: audit
 
@@ -300,7 +300,7 @@ jobs:
           version-type: strict
 
       - name: "Cache Deps & Build"
-        uses: actions/cache@1bd1e32a3bdc45362d1e726936510720a7c30a57 # v4.2.0
+        uses: actions/cache@0c907a75c2c80ebcb7f088228285e798b750cf8f # v4.2.1
         with:
           path: |
             _build