diff --git a/.github/workflows/analyze-changes.yaml b/.github/workflows/analyze-changes.yaml
index 3a36cba0a62f..083b02658e45 100644
--- a/.github/workflows/analyze-changes.yaml
+++ b/.github/workflows/analyze-changes.yaml
@@ -131,6 +131,14 @@ jobs:
           cp -RP "${MVN_LOCAL_REPO}/com/datadoghq" ./workspace/.trivy/
           ls -laR "./workspace/.trivy"
 
+      # NOTE: This avoids rate limits when pulling Trivy
+      - name: Login to GitHub Container Registry
+        uses: docker/login-action@9780b0c442fbb1117ed29e0efdff1e18412f7567 # v3.3.0
+        with:
+          registry: ghcr.io
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+
       - name: Run Trivy security scanner
         uses: aquasecurity/trivy-action@6e7b7d1fd3e4fef0c5fa8cce1229c54b2c9bd0d8 # v0.24.0
         with: