Inject $rootScope instead of $scope and then emit it on the $rootScope.
myApp.factory('myFactory', ['$rootScope', function ($rootScope) {
$rootScope.$emit("myEvent", myEventParams);
}]);
Factories don’t have access to the current controller/directive scope because there isn’t one. They do have access to the root of the application though and that’s why $rootScope is available.