diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 14b5598..e09f074 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -115,7 +115,6 @@ sonarqube-check:
 
 trivy:
   stage: test
-  image: docker:stable
   extends:
     - .docker_base
   before_script:
@@ -127,9 +126,9 @@ trivy:
     # Build image
     - docker build -t $CI_REGISTRY_IMAGE:$CI_COMMIT_SHA ./Docker/
     # Build report
-    - ./trivy --exit-code 0 --cache-dir .trivycache/ --no-progress --format template --template "@contrib/gitlab.tpl" -o gl-container-scanning-report.json image python:3.4-alpine
+    - ./trivy --exit-code 0 --cache-dir .trivycache/ --no-progress --format template --template "@contrib/gitlab.tpl" -o gl-container-scanning-report.json image $CI_REGISTRY_IMAGE:$CI_COMMIT_SHA
     # Print report
-    - ./trivy --exit-code 0 --cache-dir .trivycache/ --no-progress --severity HIGH image python:3.4-alpine
+    - ./trivy --exit-code 0 --cache-dir .trivycache/ --no-progress --severity HIGH image $CI_REGISTRY_IMAGE:$CI_COMMIT_SHA
     # Fail on severe vulnerabilities
     - ./trivy --exit-code 1 --cache-dir .trivycache/ --severity CRITICAL --no-progress image $CI_REGISTRY_IMAGE:$CI_COMMIT_SHA
   cache: