Yeah.
The page lists affected package `linux`.
https://packages.ubuntu.com/noble/linux (404)
The page does not list any linux-image-* packages but as you say: https://packages.ubuntu.com/noble/linux-image-generic
It sure feels like this advisory wasn't written or even reviewed by a human... Not a great look.