diff --git a/f2293200747fb03d56c6c5997bfebeabe703576f.patch b/f2293200747fb03d56c6c5997bfebeabe703576f.patch
new file mode 100644
index 0000000..c4ebe23
--- /dev/null
+++ b/f2293200747fb03d56c6c5997bfebeabe703576f.patch
@@ -0,0 +1,23 @@
+From f2293200747fb03d56c6c5997bfebeabe703576f Mon Sep 17 00:00:00 2001
+From: Thomas Grainger <tagrain@gmail.com>
+Date: Fri, 2 Jun 2023 14:06:41 +0100
+Subject: [PATCH] avoid deprecated utcfromtimestamp
+
+Fixes #1284
+---
+ src/dateutil/tz/tz.py | 2 +-
+ 1 file changed, 1 insertion(+), 1 deletion(-)
+
+diff --git a/src/dateutil/tz/tz.py b/src/dateutil/tz/tz.py
+index c67f56d46..617591446 100644
+--- a/src/dateutil/tz/tz.py
++++ b/src/dateutil/tz/tz.py
+@@ -34,7 +34,7 @@
+ from warnings import warn
+ 
+ ZERO = datetime.timedelta(0)
+-EPOCH = datetime.datetime.utcfromtimestamp(0)
++EPOCH = datetime.datetime(1970, 1, 1, 0, 0)
+ EPOCHORDINAL = EPOCH.toordinal()
+ 
+ 
diff --git a/python-dateutil.spec b/python-dateutil.spec
index 4b59fce..28bab15 100644
--- a/python-dateutil.spec
+++ b/python-dateutil.spec
@@ -2,7 +2,7 @@
 
 Name:           python-%{modname}
 Version:        2.8.2
-Release:        8%{?dist}
+Release:        9%{?dist}
 Epoch:          1
 Summary:        Powerful extensions to the standard datetime module
 
@@ -22,6 +22,10 @@ Source:         %{pypi_source}
 # https://bugzilla.redhat.com/show_bug.cgi?id=2059950
 Patch1:         %{url}/commit/2bdd63158b7f981fc6d70a869680451bdfd8d848.patch
 
+# Backport the replacement for the deprecated in Python 3.12
+# datetime.datetime.utcfromtimestamp()
+Patch2:         %{url}/commit/f2293200747fb03d56c6c5997bfebeabe703576f.patch
+
 # when bootstrapping dateutil-freezegun, we cannot run tests
 # on RHEL, we do not have or want all test dependencies
 %bcond tests %{undefined rhel}
@@ -66,6 +70,7 @@ This package contains %{summary}.
 pushd %{modname}/test
 %patch1 -p2
 popd
+%patch2 -p2
 iconv --from=ISO-8859-1 --to=UTF-8 NEWS > NEWS.new
 mv NEWS.new NEWS
 
@@ -94,6 +99,9 @@ make -C docs html
 %doc docs/_build/html
 
 %changelog
+* Tue Jul 04 2023 Karolina Surma <ksurma@redhat.com> - 1:2.8.2-9
+- Backport replacement for deprecated datetime.datetime.utcfromtimestamp()
+
 * Fri Jun 16 2023 Python Maint <python-maint@redhat.com> - 1:2.8.2-8
 - Rebuilt for Python 3.12