diff --git a/docs/source/whatsnew/github-stats-3.rst b/docs/source/whatsnew/github-stats-3.rst
index f1be487..f55568c 100644
--- a/docs/source/whatsnew/github-stats-3.rst
+++ b/docs/source/whatsnew/github-stats-3.rst
@@ -4,6 +4,25 @@ Issues closed in the 3.x development cycle
 ==========================================
 
 
+Issues closed in 3.2.1
+----------------------
+
+GitHub stats for 2015/06/22 - 2015/07/12 (since 3.2)
+
+These lists are automatically generated, and may be incomplete or contain duplicates.
+
+We closed 1 issue and merged 3 pull requests.
+The full list can be seen `on GitHub <https://github.com/ipython/ipython/milestones/3.2.1>`_
+
+The following 5 authors contributed 9 commits.
+
+* Benjamin Ragan-Kelley
+* Matthias Bussonnier
+* Nitin Dahyabhai
+* Sebastiaan Mathot
+* Thomas Kluyver
+
+
 Issues closed in 3.2
 --------------------
 
diff --git a/docs/source/whatsnew/version3.rst b/docs/source/whatsnew/version3.rst
index 4c88075..e6de2b1 100644
--- a/docs/source/whatsnew/version3.rst
+++ b/docs/source/whatsnew/version3.rst
@@ -2,6 +2,15 @@
  3.x Series
 ============
 
+IPython 3.2.1
+=============
+
+IPython 3.2.1 is a small bugfix release, primarily for cross-site security fixes in the notebook.
+Users are **strongly** encouraged to upgrade immediately.
+There are also a few small unicode and nbconvert-related fixes.
+
+See :ref:`issues_list_3` for details.
+
 
 IPython 3.2
 ===========
@@ -10,6 +19,7 @@ IPython 3.2 contains important security fixes. Users are **strongly** encouraged
 
 Highlights:
 
+- Address cross-site scripting vulnerabilities CVE-2015-4706, CVE-2015-4707
 - A security improvement that set the secure attribute to login cookie to prevent them to be sent over http
 - Revert the face color of matplotlib axes in the inline backend to not be transparent.
 - Enable mathjax safe mode by default
@@ -19,7 +29,6 @@ Highlights:
 See :ref:`issues_list_3` for details.
 
 
-
 IPython 3.1
 ===========