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Coordinated Disclosure in the LLM Age


From: Jeremy Stanley <fungi () yuggoth org>
Date: Tue, 28 Apr 2026 14:58:29 +0000

As I'm sure is the case for everyone, the projects I work in are under a seemingly unending deluge of vulnerability reports from researchers using LLMs to mine for security gold in our software. At the same time, we see maintainers on our projects relying on LLM-oriented tools to develop fixes for vulnerabilities and compose prose for advisories.

While I take a moment to catch my breath, this new Bizarro World we're all living in has gotten me thinking about the risks of public LLM services to embargoed vulnerability handling workflows and traditional coordinated disclosure. The operators of these LLM services are known to feed prompts and results back into their training data, presumably making it faster and easier for the same information to be found later by other users of the same service. Would keeping embargoes short help to mitigate related risks of parallel rediscovery or outright disclosure to other LLM users? It seems to me that there must be some inherent lag in this process, but how much?

I'm sorely tempted, both due to the increased volume and the risk of premature disclosure, to just assume that any vulnerability reported as a result of research using an LLM is trivially discoverable by others, and give up trying to pretend there's any point to working it under embargo. Similarly, it makes sense to me that patch development and descriptive prose shouldn't be produced with LLM assistance for any vulnerability that is being worked under an embargo.

I can't be the only one whose been pondering this... what positions have the rest of you taken?

[P.S. No LLMs were exploited in the making of this message.]
--
Jeremy Stanley

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