arXiv cs.AIPaper
Auditing Anonymous AI Models: A Four-Stage Protocol for Black-Box Identity Verification
As stealth model releases become common, identity verification is a real operational problem. The protocol uses archive snapshots, configuration fingerprinting, tokenizer analysis, and behavioral probes. For platform operators and users of unknown models, this is pragmatic. It won't catch sophisticated spoofing, but it closes the obvious gaps.