Truffle Intelligence Brief: All AI Attackers Need Is One Credential. We Found Over Half a Million.
One stolen credential was all an autonomous AI agent needed to break into Hugging Face’s production infrastructure. We found 543,699 more live credentials in the public code AI models train on. The oldest dates back to 2009.
Here’s what security leaders need to know before an agent finds theirs.

What’s inside
01
Why one stolen credential was all an AI agent needed
02
The three ways AI changes the attacker’s playbook
03
What 56,000 rotations reveal about the remediation gap
04
Three questions every CISO should be asking now
Truffle Security Co.
3-page brief