The fix is to hold down the back button so the local history shows up, and pick the right page to go back to. Unfortunately, some versions of Chrome and/or Android seem to break this but that's a completely self-inflicted problem.
That's a different kind of dysfunction, though. You can address it by copying the link and pasting it in a new tab, or if that's not possible, copying the current page to a new tab and clicking on the link there.
It's also not a very effective workaround, because some of the websites in question end up spamming multiple instances of their home page in the history stack.
You can usually address this by going back as far as possible, then holding the button again so more of the history shows up. And IME, it's only really broken sites that have this problem in the first place.
Because I expect my browser to work for me instead of having memorize workarounds for the new web annoyance of the day.
Clicking "back", noticing that the site broke it, moving the mouse and long-pressing "back" (I normally navigate with a mouse thumb button or a trackpad gesture) is much more annoying than my browser just preventing this from happening in the first place.