diff --git a/docs/releases/3.2.17.txt b/docs/releases/3.2.17.txt
index 6d1118e70cc..9eba24d72f1 100644
--- a/docs/releases/3.2.17.txt
+++ b/docs/releases/3.2.17.txt
@@ -4,6 +4,6 @@ Django 3.2.17 release notes
 
 *February 1, 2023*
 
-Django 3.2.17 fixes a security issue in 3.2.16.
+Django 3.2.17 fixes a security issue with severity "moderate" in 3.2.16.
 
 ...
diff --git a/docs/releases/4.0.9.txt b/docs/releases/4.0.9.txt
index e0cbd8a4768..f05b043c348 100644
--- a/docs/releases/4.0.9.txt
+++ b/docs/releases/4.0.9.txt
@@ -4,6 +4,6 @@ Django 4.0.9 release notes
 
 *February 1, 2023*
 
-Django 4.0.9 fixes a security issue in 4.0.8.
+Django 4.0.9 fixes a security issue with severity "moderate" in 4.0.8.
 
 ...
diff --git a/docs/releases/4.1.6.txt b/docs/releases/4.1.6.txt
index 93deb74f8d5..a581572a9a5 100644
--- a/docs/releases/4.1.6.txt
+++ b/docs/releases/4.1.6.txt
@@ -4,7 +4,8 @@ Django 4.1.6 release notes
 
 *February 1, 2023*
 
-Django 4.1.6 fixes a security issue and several bugs in 4.1.5.
+Django 4.1.6 fixes a security issue with severity "moderate" and several bugs
+in 4.1.5.
 
 Bugfixes
 ========
diff --git a/docs/releases/index.txt b/docs/releases/index.txt
index 7e4384b9d31..cfa482f909a 100644
--- a/docs/releases/index.txt
+++ b/docs/releases/index.txt
@@ -40,7 +40,6 @@ versions of the documentation contain the release notes for any later releases.
 .. toctree::
    :maxdepth: 1
 
-   4.1.7
    4.1.6
    4.1.5
    4.1.4