diff --git a/src/Wallabag/CoreBundle/Controller/ConfigController.php b/src/Wallabag/CoreBundle/Controller/ConfigController.php
index e103e4010..3b951f4a6 100644
--- a/src/Wallabag/CoreBundle/Controller/ConfigController.php
+++ b/src/Wallabag/CoreBundle/Controller/ConfigController.php
@@ -482,12 +482,16 @@ class ConfigController extends AbstractController
     /**
      * Deletes a tagging rule and redirect to the config homepage.
      *
-     * @Route("/tagging-rule/delete/{id}", requirements={"id" = "\d+"}, name="delete_tagging_rule")
+     * @Route("/tagging-rule/delete/{id}", name="delete_tagging_rule", methods={"POST"}, requirements={"id" = "\d+"})
      *
      * @return RedirectResponse
      */
-    public function deleteTaggingRuleAction(TaggingRule $rule)
+    public function deleteTaggingRuleAction(Request $request, TaggingRule $rule)
     {
+        if (!$this->isCsrfTokenValid('delete-tagging-rule', $request->request->get('token'))) {
+            throw new BadRequestHttpException('Bad CSRF token.');
+        }
+
         $this->validateRuleAction($rule);
 
         $this->entityManager->remove($rule);
diff --git a/src/Wallabag/CoreBundle/Resources/views/Config/index.html.twig b/src/Wallabag/CoreBundle/Resources/views/Config/index.html.twig
index ac2b9ab38..c3d94f5e5 100644
--- a/src/Wallabag/CoreBundle/Resources/views/Config/index.html.twig
+++ b/src/Wallabag/CoreBundle/Resources/views/Config/index.html.twig
@@ -340,9 +340,13 @@
                                         <a href="{{ path('edit_tagging_rule', {id: tagging_rule.id}) }}" title="{{ 'config.form_rules.edit_rule_label'|trans }}" class="mode_edit_tagging_rule">
                                             <i class="tool grey-text material-icons">mode_edit</i>
                                         </a>
-                                        <a href="{{ path('delete_tagging_rule', {id: tagging_rule.id}) }}" title="{{ 'config.form_rules.delete_rule_label'|trans }}" class="delete_tagging_rule">
-                                            <i class="tool grey-text material-icons">delete</i>
-                                        </a>
+                                        <form action="{{ path('delete_tagging_rule', {id: tagging_rule.id}) }}" method="post" class="inline-block">
+                                            <input type="hidden" name="token" value="{{ csrf_token('delete-tagging-rule') }}"/>
+
+                                            <button type="submit" title="{{ 'config.form_rules.delete_rule_label'|trans }}" class="btn-link">
+                                                <i class="tool grey-text material-icons">delete</i>
+                                            </button>
+                                        </form>
                                     </li>
                                     {% endfor %}
                                 </ul>
diff --git a/tests/Wallabag/CoreBundle/Controller/ConfigControllerTest.php b/tests/Wallabag/CoreBundle/Controller/ConfigControllerTest.php
index 1594b603d..74813b519 100644
--- a/tests/Wallabag/CoreBundle/Controller/ConfigControllerTest.php
+++ b/tests/Wallabag/CoreBundle/Controller/ConfigControllerTest.php
@@ -481,9 +481,8 @@ class ConfigControllerTest extends WallabagCoreTestCase
 
         $this->assertStringContainsString('readingTime <= 30', $crawler->filter('body')->extract(['_text'])[0]);
 
-        $deleteLink = $crawler->filter('.delete_tagging_rule')->last()->link();
+        $crawler = $client->submit($crawler->filter('#set5')->selectButton('delete')->form());
 
-        $crawler = $client->click($deleteLink);
         $this->assertSame(302, $client->getResponse()->getStatusCode());
 
         $crawler = $client->followRedirect();
@@ -573,11 +572,11 @@ class ConfigControllerTest extends WallabagCoreTestCase
             ->getRepository(TaggingRule::class)
             ->findAll()[0];
 
-        $crawler = $client->request('GET', '/tagging-rule/delete/' . $rule->getId());
+        $crawler = $client->request('POST', '/tagging-rule/delete/' . $rule->getId());
 
-        $this->assertSame(403, $client->getResponse()->getStatusCode());
+        $this->assertSame(400, $client->getResponse()->getStatusCode());
         $this->assertGreaterThan(1, $body = $crawler->filter('body')->extract(['_text']));
-        $this->assertStringContainsString('You can not access this rule', $body[0]);
+        $this->assertStringContainsString('Bad CSRF token.', $body[0]);
     }
 
     public function testEditingTaggingRuleFromAnOtherUser()