diff --git a/src/cli/oneuser b/src/cli/oneuser
index e3501b0439..1041b01e64 100755
--- a/src/cli/oneuser
+++ b/src/cli/oneuser
@@ -516,4 +516,18 @@ cmd=CommandParser::CmdParser.new(ARGV) do
 
         0
     end
+
+    passwdsearch_desc = <<-EOT.unindent
+        Searches for users with a specific auth driver that has the given
+        string in their password field
+    EOT
+
+    command :passwdsearch, passwdsearch_desc, :driver, :password,
+            :options=>[CLIHelper::CSV_OPT, OpenNebulaHelper::XML] do
+
+        options[:list] = ["ID", "NAME", "AUTH", "PASSWORD"]
+        options[:filter] = ["AUTH=#{args[0]}", "PASSWORD=#{args[1]}"]
+
+        helper.list_pool(options)
+    end
 end
diff --git a/src/oca/ruby/opennebula/user_pool.rb b/src/oca/ruby/opennebula/user_pool.rb
index 86f916bfcb..34ac33f067 100644
--- a/src/oca/ruby/opennebula/user_pool.rb
+++ b/src/oca/ruby/opennebula/user_pool.rb
@@ -51,5 +51,27 @@ module OpenNebula
         end
 
         alias_method :info!, :info
+
+        #######################################################################
+        # Helpers to get information
+        #######################################################################
+
+        # Returns a list of user IDs that have the given password. info() needs
+        # to be called before.
+        #
+        # @param driver [String] auth driver to match
+        # @param password [String] password to match
+        # @return [Array] an array of IDs
+        def users_with_password(driver, password)
+            ids = []
+
+            each do |user|
+                if user["PASSWORD"] == password
+                    ids << user["ID"]
+                end
+            end
+
+            return ids
+        end
     end
 end
diff --git a/src/sunstone/public/app/tabs/users-tab/datatable.js b/src/sunstone/public/app/tabs/users-tab/datatable.js
index c910b61627..a0f16f6110 100644
--- a/src/sunstone/public/app/tabs/users-tab/datatable.js
+++ b/src/sunstone/public/app/tabs/users-tab/datatable.js
@@ -26,6 +26,7 @@ define(function(require) {
   var QuotaWidgets = require('utils/quotas/quota-widgets');
   var TemplateUtils = require('utils/template-utils');
   var LabelsUtils = require('utils/labels/utils');
+  var SearchDropdown = require('hbs!./datatable/search');
 
   /*
     CONSTANTS
@@ -86,6 +87,8 @@ define(function(require) {
 
     this.totalUsers = 0;
 
+    this.conf.searchDropdownHTML = SearchDropdown();
+
     TabDataTable.call(this);
   }
 
@@ -94,6 +97,7 @@ define(function(require) {
   Table.prototype.elementArray = _elementArray;
   Table.prototype.preUpdateView = _preUpdateView;
   Table.prototype.postUpdateView = _postUpdateView;
+  Table.prototype.setupSearch = _setupSearch;
 
   return Table;
 
@@ -101,6 +105,58 @@ define(function(require) {
     FUNCTION DEFINITIONS
    */
 
+  function _setupSearch(context) {
+    var that = this;
+
+    $(".pass-search", context).on('input', function(){
+      var val = $(".pass-search", context).val();
+
+      if(val == undefined || val == ""){
+        $("button.search-dropdown", context).addClass("hollow");
+      } else {
+        $("button.search-dropdown", context).removeClass("hollow");
+      }
+
+      that.dataTable.fnDraw(true);
+    }).on("keyup keypress", function(e) {
+      var code = e.keyCode || e.which;
+      if (code  == 13) {
+        $("button.advanced-search", context).click();
+      }
+    });
+
+    $("a.advanced-search-clear", context).on('click', function(){
+      $(".pass-search", context).val("").trigger("input");
+
+      $("button.advanced-search", context).click();
+    });
+
+    $.fn.dataTable.ext.search.push(
+      function( settings, data, dataIndex ) {
+        // This is a global search function, we need to apply it only if the
+        // search is triggered for the current table
+        if(that.dataTableId != settings.nTable.id){
+          return true;
+        }
+
+        var val = $(".pass-search", context).val();
+
+        if(val == undefined || val == ""){
+          return true;
+        }
+
+        try {
+          var pass = $("input.check_item", that.dataTable.fnGetNodes(dataIndex)).attr("password64");
+          pass = atob(pass);
+
+          return pass == val;
+        } catch (err) {}
+
+        return true;
+      }
+    );
+  }
+
   function _elementArray(element_json) {
     this.totalUsers++;
 
@@ -134,10 +190,13 @@ define(function(require) {
     // Build hidden user template
     var hidden_template = TemplateUtils.templateToString(element);
 
+    this.passwordList += '<option value="' + element.PASSWORD + '">'
+
     return [
       '<input class="check_item" type="checkbox" id="'+RESOURCE.toLowerCase()+'_' +
-                           element.ID + '" name="selected_items" value="' +
-                           element.ID + '"/>',
+                           element.ID + '" name="selected_items" ' +
+                           'value="' + element.ID + '" ' +
+                           'password64="' + btoa(element.PASSWORD) + '"/>',
       element.ID,
       element.NAME,
       element.GNAME,
@@ -153,9 +212,12 @@ define(function(require) {
 
   function _preUpdateView() {
     this.totalUsers = 0;
+    this.passwordList = "";
   }
 
   function _postUpdateView() {
     $(".total_users").text(this.totalUsers);
+
+    $("#userSearchPasswordList", $("#"+TAB_NAME)).html(this.passwordList);
   }
 });
diff --git a/src/sunstone/public/app/tabs/users-tab/datatable/search.hbs b/src/sunstone/public/app/tabs/users-tab/datatable/search.hbs
new file mode 100644
index 0000000000..3436db360f
--- /dev/null
+++ b/src/sunstone/public/app/tabs/users-tab/datatable/search.hbs
@@ -0,0 +1,10 @@
+<div class="row">
+  <div class="small-12 columns">
+    <label>
+      {{tr "Password"}}
+      <input class="pass-search" type="text" list="userSearchPasswordList"/>
+      <datalist id="userSearchPasswordList">
+      </datalist>
+    </label>
+  </div>
+</div>
\ No newline at end of file
diff --git a/src/sunstone/public/app/utils/tab-datatable.js b/src/sunstone/public/app/utils/tab-datatable.js
index 31ee8e0b8a..bf7b34b0b9 100644
--- a/src/sunstone/public/app/utils/tab-datatable.js
+++ b/src/sunstone/public/app/utils/tab-datatable.js
@@ -90,6 +90,8 @@ define(function(require) {
                           buttons. By default it will be the parent tab
       'customTrListener': function executed when a tr is clicked. Arguments
                           are (tableObj, tr)
+      'searchDropdownHTML': optional HTML to place inside a dropdown next to
+                            the search input
     }
 
     1. The table HTML is returned calling the table.dataTableHTML attr
@@ -144,7 +146,10 @@ define(function(require) {
                           'conf': this.conf,
                           'selectOptions': this.selectOptions});
 
-    that.searchInputHTML = TemplateSearchInputHTML({'dataTableSearchId': this.dataTableId + 'Search'});
+    that.searchInputHTML = TemplateSearchInputHTML({
+      'dataTableSearchId': this.dataTableId + 'Search',
+      'searchDropdownHTML': this.conf.searchDropdownHTML
+    });
 
     return that;
   }
@@ -212,6 +217,18 @@ define(function(require) {
       return false;
     });
 
+    if(that.conf.searchDropdownHTML != undefined){
+      var context = $('#' + this.dataTableId + 'Search-wrapper');
+      that.setupSearch(context);
+
+      $("button.advanced-search", context).on('click', function(){
+        $('#' + that.dataTableId + 'Search-dropdown', context).foundation('close');
+        that.dataTable.fnDraw(true);
+
+        return false;
+      });
+    }
+
     this.dataTable.on('draw.dt', function() {
       that.recountCheckboxes();
     })
@@ -243,6 +260,8 @@ define(function(require) {
     if (this.conf.select) {
       that.dataTable.fnSetColumnVis(0, false);
     }
+
+    Foundation.reflow($('#' + this.dataTableId + 'Search-dropdown'), 'dropdown');
   }
 
   function _defaultTrListener(tableObj, tr) {
@@ -508,6 +527,10 @@ define(function(require) {
       }
     }
 
+    if(that.conf.searchDropdownHTML != undefined){
+      this.dataTable.fnDraw(true);
+    }
+
     if (that.postUpdateView) {
       that.postUpdateView();
     }
diff --git a/src/sunstone/public/app/utils/tab-datatable/search-input.hbs b/src/sunstone/public/app/utils/tab-datatable/search-input.hbs
index e475e78b1b..e98d400e78 100644
--- a/src/sunstone/public/app/utils/tab-datatable/search-input.hbs
+++ b/src/sunstone/public/app/utils/tab-datatable/search-input.hbs
@@ -14,4 +14,29 @@
 {{! limitations under the License.                                             }}
 {{! -------------------------------------------------------------------------- }}
 
+{{#if searchDropdownHTML}}
+<div id="{{dataTableSearchId}}-wrapper" class="input-group">
+  <input class="input-group-field" id="{{dataTableSearchId}}" type="search" placeholder="{{tr "Search"}}" />
+  <div class="input-group-button">
+    <button type="button" class="button search-dropdown hollow secondary" data-toggle="{{dataTableSearchId}}-dropdown">
+      <i class="fa fa-fw fa-caret-down"/>
+    </button>
+  </div>
+  <div class="dropdown-pane left" id="{{dataTableSearchId}}-dropdown" data-dropdown data-auto-focus="true" style="width:500px">
+    {{{searchDropdownHTML}}}
+    <div class="row">
+      <div class="small-12 columns">
+        <button type="button" class="button advanced-search">
+          <i class="fa fa-fw fa-search"/>
+        </button>
+        <a class="advanced-search-clear right">{{tr "Clear search"}}</a>
+      </div>
+    </div>
+    <button class="close-button" data-close aria-label="{{tr "Close"}}" type="button">
+      <span aria-hidden="true">&times;</span>
+    </button>
+  </div>
+</div>
+{{else}}
 <input id="{{dataTableSearchId}}" type="search" placeholder="{{tr "Search"}}" />
+{{/if}}
\ No newline at end of file
diff --git a/src/sunstone/public/scss/_table.scss b/src/sunstone/public/scss/_table.scss
index d757bca78e..ecb6248965 100644
--- a/src/sunstone/public/scss/_table.scss
+++ b/src/sunstone/public/scss/_table.scss
@@ -66,13 +66,6 @@ table {
   }
 }
 
-.dataTableSearchRow {
-  input[type="search"],
-  .button {
-    margin-bottom: 0;
-  }
-}
-
 .select-resources {
   .refresh-table {
     margin-top: 0.5rem;
@@ -88,3 +81,8 @@ table{
 span .fa-times:hover {
   cursor: pointer;
 }
+
+button.search-dropdown {
+  box-shadow: none !important;
+  border-style: none !important;
+}
\ No newline at end of file