diff --git a/CHANGELOG.md b/CHANGELOG.md
index 8b41e2272..a682036f4 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -22,6 +22,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
 - Configuration: Add `:instance, autofollowing_nicknames` setting to provide a way to make accounts automatically follow new users that register on the local Pleroma instance.
 - Ability to view remote timelines, with ex. `/api/v1/timelines/public?instance=lain.com` and streams `public:remote` and `public:remote:media`.
 - The site title is now injected as a `title` tag like preloads or metadata.
+- Password reset tokens now are not accepted after a certain age.
 - Added a configuration option to use the postgresql `websearch` function for more complicated search queries.
 
 <details>
@@ -36,11 +37,10 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
 
 ### Fixed
 
-<details>
+- <details>
   <summary>API Changes</summary>
-- Mastodon API: Current user is now included in conversation if it's the only participant.
-- Mastodon API: Fixed last_status.account being not filled with account data.
-
+  - Mastodon API: Current user is now included in conversation if it's the only participant.
+  - Mastodon API: Fixed last_status.account being not filled with account data.
 </details>
 
 ## Unreleased (Patch)
@@ -52,8 +52,9 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
 ### Fixed
 
 - Config generation: rename `Pleroma.Upload.Filter.ExifTool` to `Pleroma.Upload.Filter.Exiftool`.
+- Search: RUM index search speed has been fixed.
 - S3 Uploads with Elixir 1.11.
-- Fixed Emoji Reaction activity filtering from blocked and muted accounts
+- Emoji Reaction activity filtering from blocked and muted accounts.
 - Mix task pleroma.user delete_activities for source installations.
 
 ## [2.2.0] - 2020-11-12
diff --git a/config/config.exs b/config/config.exs
index 47eb18442..8d0545704 100644
--- a/config/config.exs
+++ b/config/config.exs
@@ -264,6 +264,7 @@ config :pleroma, :instance,
     ]
   ],
   show_reactions: true,
+  password_reset_token_validity: 60 * 60 * 24,
   search_function: :websearch
 
 config :pleroma, :welcome,
diff --git a/docs/configuration/cheatsheet.md b/docs/configuration/cheatsheet.md
index fa59a27e3..1b321d103 100644
--- a/docs/configuration/cheatsheet.md
+++ b/docs/configuration/cheatsheet.md
@@ -63,6 +63,7 @@ To add configuration to your config file, you can copy it from the base config.
 * `external_user_synchronization`: Enabling following/followers counters synchronization for external users.
 * `cleanup_attachments`: Remove attachments along with statuses. Does not affect duplicate files and attachments without status. Enabling this will increase load to database when deleting statuses on larger instances.
 * `show_reactions`: Let favourites and emoji reactions be viewed through the API (default: `true`).
+* `password_reset_token_validity`: The time after which reset tokens aren't accepted anymore, in seconds (default: one day).
 * `search_function`: What search function to use for fulltext search. Possible values are `:websearch` and `:plain`. `:websearch` enables more complex search queries, but requires at least PostgreSQL 11. (default: `websearch`)
 
 ## Welcome
diff --git a/lib/pleroma/activity/search.ex b/lib/pleroma/activity/search.ex
index 8449b9b00..cc98e2d06 100644
--- a/lib/pleroma/activity/search.ex
+++ b/lib/pleroma/activity/search.ex
@@ -29,7 +29,10 @@ defmodule Pleroma.Activity.Search do
     |> maybe_restrict_local(user)
     |> maybe_restrict_author(author)
     |> maybe_restrict_blocked(user)
-    |> Pagination.fetch_paginated(%{"offset" => offset, "limit" => limit}, :offset)
+    |> Pagination.fetch_paginated(
+      %{"offset" => offset, "limit" => limit, "skip_order" => index_type == :rum},
+      :offset
+    )
     |> maybe_fetch(user, search_query)
   end
 
diff --git a/lib/pleroma/password_reset_token.ex b/lib/pleroma/password_reset_token.ex
index 787bd4781..fea5b1c22 100644
--- a/lib/pleroma/password_reset_token.ex
+++ b/lib/pleroma/password_reset_token.ex
@@ -40,6 +40,7 @@ defmodule Pleroma.PasswordResetToken do
   @spec reset_password(binary(), map()) :: {:ok, User.t()} | {:error, binary()}
   def reset_password(token, data) do
     with %{used: false} = token <- Repo.get_by(PasswordResetToken, %{token: token}),
+         false <- expired?(token),
          %User{} = user <- User.get_cached_by_id(token.user_id),
          {:ok, _user} <- User.reset_password(user, data),
          {:ok, token} <- Repo.update(used_changeset(token)) do
@@ -48,4 +49,14 @@ defmodule Pleroma.PasswordResetToken do
       _e -> {:error, token}
     end
   end
+
+  def expired?(%__MODULE__{inserted_at: inserted_at}) do
+    validity = Pleroma.Config.get([:instance, :password_reset_token_validity], 0)
+
+    now = NaiveDateTime.utc_now()
+
+    difference = NaiveDateTime.diff(now, inserted_at)
+
+    difference > validity
+  end
 end
diff --git a/lib/pleroma/web/twitter_api/controllers/password_controller.ex b/lib/pleroma/web/twitter_api/controllers/password_controller.ex
index 800ab8954..b1a9d810e 100644
--- a/lib/pleroma/web/twitter_api/controllers/password_controller.ex
+++ b/lib/pleroma/web/twitter_api/controllers/password_controller.ex
@@ -17,6 +17,7 @@ defmodule Pleroma.Web.TwitterAPI.PasswordController do
 
   def reset(conn, %{"token" => token}) do
     with %{used: false} = token <- Repo.get_by(PasswordResetToken, %{token: token}),
+         false <- PasswordResetToken.expired?(token),
          %User{} = user <- User.get_cached_by_id(token.user_id) do
       render(conn, "reset.html", %{
         token: token,
diff --git a/test/pleroma/web/twitter_api/password_controller_test.exs b/test/pleroma/web/twitter_api/password_controller_test.exs
index a5e9e2178..6d08075cc 100644
--- a/test/pleroma/web/twitter_api/password_controller_test.exs
+++ b/test/pleroma/web/twitter_api/password_controller_test.exs
@@ -31,9 +31,48 @@ defmodule Pleroma.Web.TwitterAPI.PasswordControllerTest do
 
       assert response =~ "<h2>Password Reset for #{user.nickname}</h2>"
     end
+
+    test "it returns an error when the token has expired", %{conn: conn} do
+      clear_config([:instance, :password_reset_token_validity], 0)
+
+      user = insert(:user)
+      {:ok, token} = PasswordResetToken.create_token(user)
+
+      :timer.sleep(2000)
+
+      response =
+        conn
+        |> get("/api/pleroma/password_reset/#{token.token}")
+        |> html_response(:ok)
+
+      assert response =~ "<h2>Invalid Token</h2>"
+    end
   end
 
   describe "POST /api/pleroma/password_reset" do
+    test "it fails for an expired token", %{conn: conn} do
+      clear_config([:instance, :password_reset_token_validity], 0)
+
+      user = insert(:user)
+      {:ok, token} = PasswordResetToken.create_token(user)
+      :timer.sleep(2000)
+      {:ok, _access_token} = Token.create(insert(:oauth_app), user, %{})
+
+      params = %{
+        "password" => "test",
+        password_confirmation: "test",
+        token: token.token
+      }
+
+      response =
+        conn
+        |> assign(:user, user)
+        |> post("/api/pleroma/password_reset", %{data: params})
+        |> html_response(:ok)
+
+      refute response =~ "<h2>Password changed!</h2>"
+    end
+
     test "it returns HTTP 200", %{conn: conn} do
       user = insert(:user)
       {:ok, token} = PasswordResetToken.create_token(user)