MDP Security
Research Blog
Original research on black-box security testing, AI agents, web applications, and APIs.
I Rebuilt 100 of My Bug-Bounty Findings Into Black-Box Labs, Then Sent Nine AI Agents In
Nine models, two blind passes, exact-proof scoring, and normalized API cost.
Read the benchmark →