diff --git a/adversarial/README.md b/adversarial/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..7c9502828f35a4f78bdf59f2e287b5e0c3fdd411
--- /dev/null
+++ b/adversarial/README.md
@@ -0,0 +1,3 @@
+# Advbox
+
+Advbox is a Python toolbox to create adversarial examples that fool neural networks. It requires Python and paddle.
\ No newline at end of file