Sure, you can always access them trough the Insights tab of your repository.
I'm trying to find out how to reopen a dismissed security alert, but can't find it on the link you provided. Any chance to provide instructions more clearlY?
On a repository page you have several tabs, like Code and Pull requests for example. Head over to Insights to find the security alerts.