I wonder if it's possible to have the following things with Firebase:
Firebase would be used from a frontend Web application without server-side application.
Thanks very much for your help.
I think that all of your requirements are met.
See the docs: https://www.firebase.com/docs/security/guide/user-security.html

With a slight modification your security rules can be as follow:
{
  "rules": {
    "users": {
      "$user_id": {
        // grants write access to the owner of this user account
        // whose uid must exactly match the key ($user_id)
        ".write": "$user_id === auth.uid",
        ".read": "$user_id === auth.uid"
      }
    }
  }
}
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