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News/Not to Break, but to Attest: Adversarial Probes for Privacy-Preserving LLM Verification
arxiv
PublishedSeptember 1, 2026 at 4:00 AM

Not to Break, but to Attest: Adversarial Probes for Privacy-Preserving LLM Verification

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arXiv:2608.27954v2 Announce Type: replace-cross Abstract: Post-deployment changes to large language models can alter behavior while leaving routine outputs largely unchanged, creating a challenge for AI governance when model weights are proprietary. We present a privacy-preserving zk-SNARK-based aud

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