diff --git a/SPECS/python2-pip.spec b/SPECS/python2-pip.spec
index 63aea87..fee97e2 100644
--- a/SPECS/python2-pip.spec
+++ b/SPECS/python2-pip.spec
@@ -19,7 +19,7 @@
 Name:           python2-%{srcname}
 # When updating, update the bundled libraries versions bellow!
 Version:        9.0.3
-Release:        18%{?dist}
+Release:        19%{?dist}
 Summary:        A tool for installing and managing Python 2 packages
 
 Group:          Development/Libraries
@@ -241,6 +241,9 @@ sed -i '1d' pip/__init__.py
 # Remove ordereddict as it is only required for python <= 2.6
 rm pip/_vendor/ordereddict.py
 
+# Remove windows executable binaries
+rm -v pip/_vendor/distlib/*.exe
+sed -i '/\.exe/d' setup.py
 
 %build
 export RHEL_ALLOW_PYTHON2_FOR_BUILD=1
@@ -356,6 +359,10 @@ py.test-%{python2_version} -m 'not network'
 %endif
 
 %changelog
+* Thu Oct 14 2021 Charalampos Stratakis <cstratak@redhat.com> - 9.0.3-19
+- Remove bundled windows executables
+- Resolves: rhbz#2006792
+
 * Wed Aug 19 2020 Tomas Orsava <torsava@redhat.com> - 9.0.3-18
 - Patch for pip install <url> allow directory traversal, leading to arbitrary file write
 Resolves: rhbz#1870184