I would probably say it's not possible as there are no options for log in details for the proxy config in the network settings.

Even something like firefox doesn't have any log in details for the proxy setup, so seems like logging into a proxy is not common at all. I ran squid for around a year and don't remember anything about setting up a login, it was IP based.