diff --git a/lib/rails_admin/engine.rb b/lib/rails_admin/engine.rb
index ab38c120e6..a3c855de33 100644
--- a/lib/rails_admin/engine.rb
+++ b/lib/rails_admin/engine.rb
@@ -49,6 +49,7 @@ class Engine < Rails::Engine
     config.after_initialize do |app|
       has_session_store = app.config.middleware.to_a.any? do |m|
         m.klass.try(:<=, ActionDispatch::Session::AbstractStore) ||
+          m.klass.try(:<=, ActionDispatch::Session::AbstractSecureStore) ||
           m.klass.name =~ /^ActionDispatch::Session::/
       end
       loaded = app.config.middleware.to_a.map(&:name)