diff --git a/keras_cv/src/layers/preprocessing/grid_mask.py b/keras_cv/src/layers/preprocessing/grid_mask.py
index 68b303ff1a..3738e976ad 100644
--- a/keras_cv/src/layers/preprocessing/grid_mask.py
+++ b/keras_cv/src/layers/preprocessing/grid_mask.py
@@ -164,7 +164,7 @@ def get_random_transformation(
             fill_value = tf.cast(fill_value, dtype=self.compute_dtype)
         else:
             # gaussian noise
-            fill_value = self._random_generator.random_normal(
+            fill_value = self._random_generator.normal(
                 shape=input_shape, dtype=self.compute_dtype
             )