diff --git a/Fix-pip-install-in-FIPS-mode.patch b/Fix-pip-install-in-FIPS-mode.patch
new file mode 100644
index 0000000..0054e4f
--- /dev/null
+++ b/Fix-pip-install-in-FIPS-mode.patch
@@ -0,0 +1,29 @@
+From 1dc2aa897ddda51503572f3f70a4818cf9a3884d Mon Sep 17 00:00:00 2001
+From: Tomas Orsava <torsava@redhat.com>
+Date: Fri, 17 Mar 2017 13:14:56 +0100
+Subject: [PATCH] Fix `pip install` in FIPS mode
+
+Resolves: rhbz#1430774
+---
+ pip/utils/hashes.py | 5 ++++-
+ 1 file changed, 4 insertions(+), 1 deletion(-)
+
+diff --git a/pip/utils/hashes.py b/pip/utils/hashes.py
+index 9602970..c6d7524 100644
+--- a/pip/utils/hashes.py
++++ b/pip/utils/hashes.py
+@@ -39,7 +39,10 @@ class Hashes(object):
+         gots = {}
+         for hash_name in iterkeys(self._allowed):
+             try:
+-                gots[hash_name] = hashlib.new(hash_name)
++                if hash_name == 'md5':
++                    gots[hash_name] = hashlib.new(hash_name, usedforsecurity=False)
++                else:
++                    gots[hash_name] = hashlib.new(hash_name)
+             except (ValueError, TypeError):
+                 raise InstallationError('Unknown hash name: %s' % hash_name)
+ 
+--
+2.11.0
+
diff --git a/python-pip.spec b/python-pip.spec
index 5464dc5..a3e36bd 100644
--- a/python-pip.spec
+++ b/python-pip.spec
@@ -17,7 +17,7 @@
 
 Name:           python-%{srcname}
 Version:        8.1.2
-Release:        5%{?dist}
+Release:        6%{?dist}
 Summary:        A tool for installing and managing Python packages
 
 Group:          Development/Libraries
@@ -39,6 +39,10 @@ Source1:        pip-8.1.2-tests.tar.gz
 # https://github.com/pypa/pip/issues/1351
 Patch0:         allow-stripping-given-prefix-from-wheel-RECORD-files.patch
 
+# Fix `pip install` failure in FIPS mode
+# Resolves: rhbz#1430774
+Patch1:         Fix-pip-install-in-FIPS-mode.patch
+
 %description
 Pip is a replacement for `easy_install
 <http://peak.telecommunity.com/DevCenter/EasyInstall>`_.  It uses mostly the
@@ -115,6 +119,7 @@ tar -xf %{SOURCE1}
 %endif
 
 %patch0 -p1
+%patch1 -p1
 
 sed -i '1d' pip/__init__.py
 
@@ -226,6 +231,10 @@ py.test-%{python3_version} -m 'not network'
 %endif # with_python3
 
 %changelog
+* Wed Apr 04 2018 Tomas Orsava <torsava@redhat.com> - 8.1.2-6
+- Added Patch 1: Fix `pip install` failure in FIPS mode
+Resolves: rhbz#1430774
+
 * Fri Nov 18 2016 Orion Poplawski <orion@cora.nwra.com> - 8.1.2-5
 - Enable EPEL Python 3 builds
 - Use new python macros