diff --git a/requirements.txt b/requirements.txt
index 9c4490c..33cceb9 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,3 +1,3 @@
 ruamel.yaml==0.15.60
 git+https://github.com/tensorflow/cleverhans.git@master
-tensorflow-gpu==1.12
+tensorflow-gpu==2.12.0