diff --git a/keystone/server/flask/application.py b/keystone/server/flask/application.py
index f2de56b244..94b8f55041 100644
--- a/keystone/server/flask/application.py
+++ b/keystone/server/flask/application.py
@@ -20,7 +20,13 @@ import oslo_i18n
 from oslo_log import log
 from oslo_middleware import healthcheck
 import six
-import werkzeug.wsgi
+
+try:
+    # werkzeug 0.15.x
+    from werkzeug.middleware import dispatcher as wsgi_dispatcher
+except ImportError:
+    # werkzeug 0.14.x
+    import werkzeug.wsgi as wsgi_dispatcher
 
 import keystone.api
 from keystone import exception
@@ -167,7 +173,7 @@ def application_factory(name='public'):
     # Use the simple form of the dispatch middleware, no extra logic needed
     # for legacy dispatching. This is to mount /healthcheck at a consistent
     # place
-    app.wsgi_app = werkzeug.wsgi.DispatcherMiddleware(
+    app.wsgi_app = wsgi_dispatcher.DispatcherMiddleware(
         app.wsgi_app,
         {'/healthcheck': hc_app})
     return app
diff --git a/keystone/server/flask/core.py b/keystone/server/flask/core.py
index e79fca02c1..8c0c27a077 100644
--- a/keystone/server/flask/core.py
+++ b/keystone/server/flask/core.py
@@ -15,7 +15,13 @@ import os
 
 from oslo_log import log
 import stevedore
-from werkzeug.contrib import fixers
+
+try:
+    # werkzeug 0.15.x
+    from werkzeug.middleware import proxy_fix
+except ImportError:
+    # werkzeug 0.14.x
+    from werkzeug.contrib import fixers as proxy_fix
 
 from keystone.common import profiler
 import keystone.conf
@@ -126,8 +132,8 @@ def setup_app_middleware(app):
         factory_func = loaded.driver.factory({}, **mw.conf)
         app.wsgi_app = factory_func(app.wsgi_app)
 
-    # Apply werkzeug speficic middleware
-    app.wsgi_app = fixers.ProxyFix(app.wsgi_app)
+    # Apply werkzeug specific middleware
+    app.wsgi_app = proxy_fix.ProxyFix(app.wsgi_app)
     return app