A change in Web.Config file should do:
<customErrors mode="On" defaultRedirect="/errors/404.aspx">
<error statusCode="401" redirect="/errors/401.aspx"/>
<error statusCode="403" redirect="/errors/403.aspx"/>
<error statusCode="404" redirect="/errors/404.aspx"/>
</customErrors>
Try out!