The JFrog blog examines
some reported vulnerabilities in SQLite, some of which made their way
into high-profile vulnerability databases, that turned out to be entirely fabricated by LLMs.

These LLM slop CVEs can cause organizations to waste time
investigating and patching vulnerabilities that do not actually
exist, as well as polluting vulnerability databases. In
environments where Critical vulnerabilities are automatically
prioritized or tickets are opened based on vulnerability scores,
such fabricated CVEs can turn into a real burden.

In environments where AI is used to automate vulnerability triage
and remediation this becomes even more concerning. An AI agent that
encounters a fabricated CVE may attempt to locate the vulnerable
function, generate a patch, or recommend changes based on code that
does not even exist. Instead of helping security teams remediate
real vulnerabilities, it can lead them down a completely wrong
path, potentially introducing unnecessary changes and wasting time.

https://lwn.net/Articles/1086936/
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