1/ Can an LLM use sensitive records as in-context examples without leaking them? Our AAAI 2026 paper: yes, with formal differential privacy guarantees and no fine-tuning.Paper: https://arxiv.org/abs/2509.13625Code: https://github.com/bhusalb/privacy-preserving-icl#DifferentialPrivacy #LLM #Privacy
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