diff --git a/tests/test_attacks.py b/tests/test_attacks.py
index <HASH>..<HASH> 100644
--- a/tests/test_attacks.py
+++ b/tests/test_attacks.py
@@ -33,7 +33,8 @@ attacks: List[Tuple[fbn.Attack, bool, bool]] = [
     (fa.L2FastGradientAttack(L2(100.0)), True, False),
     (fa.LinfFastGradientAttack(Linf(100.0)), True, False),
     (fa.GaussianBlurAttack(steps=10), True, True),
-    (fa.L2DeepFoolAttack(steps=50), True, False),
+    (fa.L2DeepFoolAttack(steps=50, loss="logits"), True, False),
+    (fa.L2DeepFoolAttack(steps=50, loss="crossentropy"), True, False),
     (fa.LinfDeepFoolAttack(steps=50), True, False),
 ]
added test for DeepFool with crossentropy