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You know that feeling when you ask a smart speaker to play music and it accidentally orders a thousand dollars worth of toilet paper? Yeah, that was me last month, except instead of a smart speaker, it was an automated machine learning platform, and instead of toilet paper, I got root access to their entire infrastructure. It was like teaching a robot butler to clean house, only to discover it was also handing me the keys to the mansion. 🏰🔑
I was testing “AutoML Pro,” a platform that promised “democratized AI” and “one-click machine learning.” Their marketing claimed you could “build models without writing code.” What they didn’t mention was you could also “compromise infrastructure without writing exploits.”
Act 1: The “Friendly” AI Assistant That Was Too Helpful 🤖
After my usual recon (I’ve started considering subfinder my digital sidekick), I found AutoML Pro's main platform. They had this slick interface where you could upload datasets and train models with clicky buttons. But being a suspicious hacker, I went straight for the API.
POST /api/v2/ml/train HTTP/2
Host: platform.automlpro.com
Authorization: Bearer…