diff --git a/apps/audits/api.py b/apps/audits/api.py
index 80d5d5310..aa6a96fdb 100644
--- a/apps/audits/api.py
+++ b/apps/audits/api.py
@@ -287,6 +287,6 @@ class UserSessionViewSet(CommonApiMixin, viewsets.ModelViewSet):
 
         keys = queryset.values_list('key', flat=True)
         for key in keys:
-            user_session_manager.decrement_or_remove(key)
+            user_session_manager.remove(key)
         queryset.delete()
         return Response(status=status.HTTP_200_OK)
diff --git a/apps/authentication/api/session.py b/apps/authentication/api/session.py
index b8885b4d3..3cf27329b 100644
--- a/apps/authentication/api/session.py
+++ b/apps/authentication/api/session.py
@@ -26,7 +26,7 @@ class UserSessionManager:
         user_session_manager.add_or_increment(self.session.session_key)
 
     def disconnect(self):
-        user_session_manager.decrement_or_remove(self.session.session_key)
+        user_session_manager.decrement(self.session.session_key)
         if self.should_delete_session():
             thread = Thread(target=self.delay_delete_session)
             thread.start()
diff --git a/apps/authentication/signal_handlers.py b/apps/authentication/signal_handlers.py
index 943d751dd..e060e3c1f 100644
--- a/apps/authentication/signal_handlers.py
+++ b/apps/authentication/signal_handlers.py
@@ -1,5 +1,3 @@
-from importlib import import_module
-
 from django.conf import settings
 from django.contrib.auth import user_logged_in
 from django.core.cache import cache
@@ -8,6 +6,7 @@ from django_cas_ng.signals import cas_user_authenticated
 
 from apps.jumpserver.settings.auth import AUTHENTICATION_BACKENDS_THIRD_PARTY
 from audits.models import UserSession
+from common.sessions.cache import user_session_manager
 from .signals import post_auth_success, post_auth_failed, user_auth_failed, user_auth_success
 
 
@@ -32,8 +31,7 @@ def on_user_auth_login_success(sender, user, request, **kwargs):
         lock_key = 'single_machine_login_' + str(user.id)
         session_key = cache.get(lock_key)
         if session_key and session_key != request.session.session_key:
-            session = import_module(settings.SESSION_ENGINE).SessionStore(session_key)
-            session.delete()
+            user_session_manager.remove(session_key)
             UserSession.objects.filter(key=session_key).delete()
         cache.set(lock_key, request.session.session_key, None)
 
diff --git a/apps/common/sessions/cache.py b/apps/common/sessions/cache.py
index 6b05b5e5e..f15ddb6ae 100644
--- a/apps/common/sessions/cache.py
+++ b/apps/common/sessions/cache.py
@@ -35,13 +35,16 @@ class RedisUserSessionManager:
     def add_or_increment(self, session_key):
         self.client.hincrby(self.JMS_SESSION_KEY, session_key, 1)
 
-    def decrement_or_remove(self, session_key):
-        new_count = self.client.hincrby(self.JMS_SESSION_KEY, session_key, -1)
-        if new_count <= 0:
-            self.client.hdel(self.JMS_SESSION_KEY, session_key)
+    def decrement(self, session_key):
+        self.client.hincrby(self.JMS_SESSION_KEY, session_key, -1)
 
     def remove(self, session_key):
         self.client.hdel(self.JMS_SESSION_KEY, session_key)
+        try:
+            session_store = import_module(settings.SESSION_ENGINE).SessionStore(session_key)
+            session_store.delete()
+        except Exception:
+            pass
 
     def check_active(self, session_key):
         count = self.client.hget(self.JMS_SESSION_KEY, session_key)
diff --git a/apps/settings/serializers/security.py b/apps/settings/serializers/security.py
index 1fca3be3d..d1c252a28 100644
--- a/apps/settings/serializers/security.py
+++ b/apps/settings/serializers/security.py
@@ -196,6 +196,10 @@ class SecuritySessionSerializer(serializers.Serializer):
         label=_('Connection max idle time (minute)'),
         help_text=_('If idle time more than it, disconnect connection.')
     )
+    SESSION_EXPIRE_AT_BROWSER_CLOSE = serializers.BooleanField(
+        required=False, default=False, label=_('Session expire at browser closed'),
+        help_text=_('Whether to expire the session when the user closes their browser.')
+    )
     SECURITY_MAX_SESSION_TIME = serializers.IntegerField(
         min_value=1, max_value=99999, required=False,
         label=_('Session max connection time (hour)'),