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News/AlienLM: Alienization of Language for API-Boundary Privacy in Black-Box LLMs
arxiv
PublishedJuly 3, 2026 at 4:00 AM

AlienLM: Alienization of Language for API-Boundary Privacy in Black-Box LLMs

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arXiv:2601.22710v2 Announce Type: replace-cross Abstract: Modern LLMs are increasingly accessed via black-box APIs, requiring users to transmit sensitive prompts, outputs, and fine-tuning data to external providers, creating a critical privacy risk at the API boundary. We introduce AlienLM, a deploy

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