Shadow Cheats Api Apr 2026

: Inspecting request schemas and latency times for deviations from official API behavior. Wider Industry Context

The paper proposes and evaluates "model verification" methods to detect these "fakes": Shadow Cheats API

: These APIs may lack the safety guardrails of official versions or, conversely, may be "model poisoned" by the provider. : Inspecting request schemas and latency times for

Beyond LLM-specific "Shadow Cheats," the term fits into a broader cybersecurity threat: shadow APIs - Real Money, Fake Models - arXiv Fake Models - arXiv