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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Yang Zhang

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#artificial intelligence Mar 2026

Real Money, Fake Models: Deceptive Model Claims in Shadow APIs

This paper presents the first systematic audit between official LLM APIs and corresponding shadow APIs, and uncovers widespread behavioral inconsistency and fingerprint-based evidence consistent with deceptive model claims in a subset of audited endpoints.

Ya-Ge Zhang, Yu-Kun Jiang, Zeyuan Chen et al. · 15 citations · ⚡4

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