diff --git a/artifactory_cleanup/artifactorycleanup.py b/artifactory_cleanup/artifactorycleanup.py
index 927e3d5..68615fd 100644
--- a/artifactory_cleanup/artifactorycleanup.py
+++ b/artifactory_cleanup/artifactorycleanup.py
@@ -58,7 +58,7 @@ def cleanup(self, block_ctx_mgr, test_ctx_mgr) -> Iterator[CleanupSummary]:
                 # Delete artifacts
                 for artifact in artifacts_to_remove:
                     with test_ctx_mgr(get_name_for_ci(artifact)):
-                        policy.delete(artifact, destroy=self.destroy)
+                        policy.delete(artifact, destroy=self.destroy, ignore_not_found=self.ignore_not_found)
 
             # Show summary
             print(f"Deleted artifacts count: {len(artifacts_to_remove)}")
diff --git a/artifactory_cleanup/rules/base.py b/artifactory_cleanup/rules/base.py
index 02e2270..36916be 100644
--- a/artifactory_cleanup/rules/base.py
+++ b/artifactory_cleanup/rules/base.py
@@ -321,5 +321,6 @@ def delete(self, artifact: ArtifactDict, destroy: bool, ignore_not_found: bool =
         except HTTPError as e:
             if e.response.status_code == 404 and ignore_not_found:
                 print(f"NOT FOUND - '{artifact_path}' was not found, so not deleted.")
+                return
             raise