diff --git a/examples/targeted_universal_perturbation.py b/examples/targeted_universal_perturbation.py
index ba4418e00d..69158524e5 100644
--- a/examples/targeted_universal_perturbation.py
+++ b/examples/targeted_universal_perturbation.py
@@ -1,4 +1,4 @@
-"""Trains a pytorch classifier on the MNIST dataset, then attacks it with the targeted universal adversarial perturbation attack."""
+"""Train a PyTorch classifier on MNIST dataset, then attack it with targeted universal adversarial perturbations."""
 
 from torch import nn
 from torch import optim