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I'm sending all my condolences out to everyone who is in a corporate environment using tools like Veracode or Snyk to automatically assess for CVEs and block merges or deployments based on "findings".

My experience in such environments leads me to believe this is going to be a rough ride for those heavily locked-down enterprises, because depending on the environment, an exception of "this CVE was hallucinated by AI" is probably going to be difficult to get accepted, and when it does, starts to become its own avenue for exploitation and adds even more noise and confusion to the mix.

They’re not bad if you give up on being able to reproduce arcane bugs. Don’t pin versions, pull everything from latest, CVEs are just a rebuild. Certainly not an amazing idea, but it solves the problem of the day.

The funnier, Kafakaesque problem of the day is interactions with mandatory cooldown periods on new versions because of supply chain risks.

I’ve had a couple tickets get stuck because the CVE scanner says I have to update, but the cooldown enforcer says the version hasn’t been out long enough.

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In our organisation, my security team spend the majority of our effort weeding out unexploitable CVEs - which are the majority of them. But the volume is growing year on year - I don't know how sustainable it's going to be.
Sounds like a good job for AI. I do fear that the future will involve deploying AI do deal with the mountain of slop produced by other AI's.
Snyk routinely tells us that we need to upgrade urgently because they found a vulnerability in the Windows version of a package. We run everything in Linux.