diff --git a/spec/acceptance/stores/redis_cache_store_pooled_spec.rb b/spec/acceptance/stores/redis_cache_store_pooled_spec.rb
new file mode 100644
index 0000000..cd54b30
--- /dev/null
+++ b/spec/acceptance/stores/redis_cache_store_pooled_spec.rb
@@ -0,0 +1,40 @@
+require_relative "../../spec_helper"
+require_relative "../../support/cache_store_helper"
+
+require "timecop"
+
+if ActiveSupport.version >= Gem::Version.new("5.2.0")
+  describe "RedisCacheStore (pooled) as a cache backend" do
+    before do
+      Rack::Attack.cache.store = ActiveSupport::Cache::RedisCacheStore.new(pool_size: 2)
+    end
+
+    after do
+      Rack::Attack.cache.store.clear
+    end
+
+    it_works_for_cache_backed_features
+
+    it "doesn't leak keys" do
+      Rack::Attack.throttle("by ip", limit: 1, period: 1) do |request|
+        request.ip
+      end
+
+      key = nil
+
+      # Freeze time during these statement to be sure that the key used by rack attack is the same
+      # we pre-calculate in local variable `key`
+      Timecop.freeze do
+        key = "rack::attack:#{Time.now.to_i}:by ip:1.2.3.4"
+
+        get "/", {}, "REMOTE_ADDR" => "1.2.3.4"
+      end
+
+      assert Rack::Attack.cache.store.fetch(key)
+
+      sleep 2.1
+
+      assert_nil Rack::Attack.cache.store.fetch(key)
+    end
+  end
+end