diff --git a/tern/analyze/docker/container.py b/tern/analyze/docker/container.py
index 02acc231..2c020f99 100644
--- a/tern/analyze/docker/container.py
+++ b/tern/analyze/docker/container.py
@@ -91,7 +91,7 @@ def pull_image(image_tag_string):
         image = client.images.pull(image_tag_string)
         logger.debug("Image \"%s\" downloaded", image_tag_string)
         return image
-    except docker.errors.ImageNotFound:
+    except (docker.errors.ImageNotFound, docker.errors.NotFound):
         logger.warning("No such image: \"%s\"", image_tag_string)
         return None