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20242026
most citedOpen LLMs are Necessary for Current Private Adaptations and Outperform their Closed Alternatives

3 citations · 3 across the 5 of their papers we have counts for

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cs.CR2026

AgentProv: Auditing Agentic LLM API Providers via Tool-use Policy Probes

Xun Wang, Bihe Zhao, Michael Backes +2

Commercial LLM APIs advertise a specific foundation model, but the served backbone may be silently substituted, quantized, or wrapped, for example to save deployment costs. All exi…