LLMs can unmask pseudonymous users at scale with surprising accuracy

Gagarin1917 42 points 18 comments March 04, 2026
arstechnica.com · View on Hacker News

Discussion Highlights (3 comments)

zppln

The internet is getting less interesting by the day.

ranger_danger

Only if said users happen to commit OPSEC failures themselves. LLMs aren't magic... If someone can figure out who I am or what city I live in just by this username or my comments (with proof), I'll personally send you 500,000 JPY. I'm quite confident that's not going to happen though. The paper referenced in the article does not even explain their exact testing methodology (such as the tools or exact prompts used) because they claim it would be misused for evil. In other words, "trust me bro." Also see the previous discussion here: https://news.ycombinator.com/item?id=47139716

nprateem

> If you request deletion of your Hacker News account, note that we reserve the right to refuse to (i) delete any of the submissions, favorites, or comments you posted on the Hacker News site Probably not GDPR-compliant then if comments can be deanonymised by LLMs.

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