diff --git a/gnocchi/rest/api.py b/gnocchi/rest/api.py
index 39d73b362..3b2bebdaf 100644
--- a/gnocchi/rest/api.py
+++ b/gnocchi/rest/api.py
@@ -801,7 +801,11 @@ def get_all(self):
             self.resource_type, self.resource_id)
         if not resource:
             abort(404, str(indexer.NoSuchResource(self.resource_id)))
-        enforce("get resource", resource)
+        pecan.request.auth_helper.enforce_resource_policy(
+            pecan.request,
+            "get resource",
+            self.resource_id,
+            resource)
         return pecan.request.indexer.list_metrics(
             attribute_filter={"=": {"resource_id": self.resource_id}})
 
@@ -822,7 +826,11 @@ def get(self, **kwargs):
         if not resource:
             abort(404, str(indexer.NoSuchResource(self.resource_id)))
 
-        enforce("get resource", resource)
+        pecan.request.auth_helper.enforce_resource_policy(
+            pecan.request,
+            "get resource",
+            self.resource_id,
+            resource)
 
         try:
             resources = pecan.request.indexer.list_resources(
@@ -1080,7 +1088,11 @@ def get(self):
         resource = pecan.request.indexer.get_resource(
             self._resource_type, self.id, with_metrics=True)
         if resource:
-            enforce("get resource", resource)
+            pecan.request.auth_helper.enforce_resource_policy(
+                pecan.request,
+                "get resource",
+                self.id,
+                resource)
             etag_precondition_check(resource)
             etag_set_headers(resource)
             return resource
diff --git a/gnocchi/rest/auth_helper.py b/gnocchi/rest/auth_helper.py
index 67ab28c23..263df4aa7 100644
--- a/gnocchi/rest/auth_helper.py
+++ b/gnocchi/rest/auth_helper.py
@@ -19,6 +19,7 @@
 import webob
 import werkzeug.http
 
+from gnocchi import indexer
 from gnocchi.rest import api
 
 
@@ -45,6 +46,83 @@ def get_auth_info(request):
             'roles': request.headers.get("X-Roles", "").split(","),
         }
 
+    @staticmethod
+    def enforce_resource_policy(request,
+                                rule,
+                                resource_id,
+                                resource,
+                                prefix=None):
+        try:
+            # Check if the policy allows the user to get any resource
+            api.enforce(rule, {})
+        except webob.exc.HTTPForbidden:
+            policy_matched = False
+            auth_info = KeystoneAuthHelper.get_auth_info(request)
+            project_id = auth_info["project_id"]
+            user_id = auth_info["user_id"]
+
+            target = {}
+            if prefix:
+                target_resource = target[prefix] = {}
+            else:
+                target_resource = target
+
+            target_resource["project_id"] = project_id
+            try:
+                # Check if the policy allows the user to get resources linked
+                # to their project
+                api.enforce(rule, target)
+            except webob.exc.HTTPForbidden:
+                pass
+            else:
+                policy_matched = True
+                # User is authenticated using the project that owns the
+                # resource and the policy allows access by project.
+                if resource.project_id == project_id:
+                    return
+
+            resource_creator_user_id, _, resource_creator_project_id = (
+                resource.creator.partition(":"))
+
+            del target_resource["project_id"]
+            target_resource["created_by_project_id"] = project_id
+            try:
+                # Check if the policy allows the user to get resources linked
+                # to their created_by_project
+                api.enforce(rule, target)
+            except webob.exc.HTTPForbidden:
+                pass
+            else:
+                policy_matched = True
+                # User is authenticated using the project that created the
+                # resource and the policy allows access by created_by_project.
+                if resource_creator_project_id == project_id:
+                    return
+
+            del target_resource["created_by_project_id"]
+            target_resource["creator"] = user_id
+            try:
+                # Check if the policy allows the user to get resources linked
+                # to their creator
+                api.enforce(rule, target)
+            except webob.exc.HTTPForbidden:
+                pass
+            else:
+                policy_matched = True
+                # The authenticated user is the user that created the resource
+                # and the policy allows access by creator.
+                if resource_creator_user_id == user_id:
+                    return
+
+            # If at least one of the policies matched but the user should not
+            # be allowed access to the resource, return 404 Not Found to
+            # prevent the user from enumerating the existence of the resource.
+            if policy_matched:
+                api.abort(404, str(indexer.NoSuchResource(resource_id)))
+
+            # None of the above policies matched, return 403 Forbidden.
+            api.abort(403)
+
     @staticmethod
     def get_resource_policy_filter(request, rule, resource_type, prefix=None):
         try:
@@ -177,6 +255,14 @@ def get_auth_info(self, request):
             "system": 'all',
         }
 
+    @staticmethod
+    def enforce_resource_policy(request,
+                                rule,
+                                resource_id,
+                                resource,
+                                prefix=None):
+        pass
+
     @staticmethod
     def get_resource_policy_filter(request, rule, resource_type, prefix=None):
         return None
@@ -210,6 +296,14 @@ def get_auth_info(self, request):
             "system": 'all',
         }
 
+    @staticmethod
+    def enforce_resource_policy(request,
+                                rule,
+                                resource_id,
+                                resource,
+                                prefix=None):
+        pass
+
     @staticmethod
     def get_resource_policy_filter(request, rule, resource_type, prefix=None):
         return None
diff --git a/gnocchi/tests/test_rest.py b/gnocchi/tests/test_rest.py
index 93dcc5c79..ef24411ee 100644
--- a/gnocchi/tests/test_rest.py
+++ b/gnocchi/tests/test_rest.py
@@ -1005,7 +1005,7 @@ def test_get_resource_unauthorized(self):
                          + self.resource_type
                          + "/"
                          + self.attributes['id'],
-                         status=403)
+                         status=404)
 
     def test_get_resource_named_metric(self):
         self.attributes['metrics'] = {'foo': {'archive_policy_name': "high"}}
@@ -1026,7 +1026,7 @@ def test_list_resource_metrics_unauthorized(self):
             self.app.get(
                 "/v1/resource/" + self.resource_type
                 + "/" + self.attributes['id'] + "/metric",
-                status=403)
+                status=404)
 
     def test_delete_resource_named_metric(self):
         self.attributes['metrics'] = {'foo': {'archive_policy_name': "high"}}