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This is impossible to classify as spam using an LLM. The only giveaway is the sender email-address and possibly the links in the document. These should be check
by pelorat 2y ago
This is impossible to classify as spam using an LLM. The only giveaway is the sender email-address and possibly the links in the document. These should be checked by an agent against a list. It's the only accurate way to solve it.
- pjkundert 2y agoHuh? An LLM can be trained to actively check that every email comes from a domain controlled by the claimed author of the email. That DKIM signing was successful from the purported issuing domain, and so on. All of the stuff I do when grandma calls asking whether an email is legitimate. We should have LLMs trained powerfully in detecting signs of these attacks -- after all, we have literally trillions of training examples stored!
- talldayo 2y ago...and that 'perfect LLM' will still be susceptible to novel attacks and randomly being wrong, too. Maybe it's just a bad idea to give AI the ability to prioritize or curate emails in the first place.